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EMNLP 2022: Abu Dhabi, United Arab Emirates
- Yoav Goldberg, Zornitsa Kozareva, Yue Zhang:
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022. Association for Computational Linguistics 2022 - Hongbin Ye, Ningyu Zhang, Hui Chen, Huajun Chen:
Generative Knowledge Graph Construction: A Review. 1-17 - Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Minlie Huang:
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations. 18-29 - Mor Geva, Avi Caciularu, Kevin Ro Wang, Yoav Goldberg:
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space. 30-45 - Qifan Wang, Li Yang, Xiaojun Quan, Fuli Feng, Dongfang Liu, Zenglin Xu, Sinong Wang, Hao Ma:
Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation. 46-61 - Wanli Li, Tieyun Qian:
Graph-based Model Generation for Few-Shot Relation Extraction. 62-71 - KiYoon Yoo, Nojun Kwak:
Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling. 72-88 - Kaiyu Yang, Jia Deng, Danqi Chen:
Generating Natural Language Proofs with Verifier-Guided Search. 89-105 - Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Fei Liu, Dong Yu:
Toward Unifying Text Segmentation and Long Document Summarization. 106-118 - Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen:
The Geometry of Multilingual Language Model Representations. 119-136 - Yechun Tang, Xiaoxia Cheng, Weiming Lu:
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment. 137-147 - Do June Min, Verónica Pérez-Rosas, Kenneth Resnicow, Rada Mihalcea:
PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing. 148-158 - Bowen Xing, Ivor W. Tsang
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Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs. 159-169 - Haoran Xu, Philipp Koehn, Kenton Murray
The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains. 170-183 - Kayo Yin, Graham Neubig:
Interpreting Language Models with Contrastive Explanations. 184-198 - Kalpesh Krishna, Yapei Chang, John Wieting, Mohit Iyyer:
RankGen: Improving Text Generation with Large Ranking Models. 199-232 - Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo:
Learning a Grammar Inducer from Massive Uncurated Instructional Videos. 233-247 - Yookoon Park, Mahmoud Azab, Seungwhan Moon, Bo Xiong, Florian Metze, Gourab Kundu, Kirmani Ahmed:
Normalized Contrastive Learning for Text-Video Retrieval. 248-260 - Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Estimating Soft Labels for Out-of-Domain Intent Detection. 261-276 - Min-Hsuan Yeh, Vincent Chen, Ting-Hao Huang, Lun-Wei Ku:
Multi-VQG: Generating Engaging Questions for Multiple Images. 277-290 - Jannis Bulian, Christian Buck, Wojciech Gajewski, Benjamin Börschinger, Tal Schuster:
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation. 291-305 - Yichao Du, Weizhi Wang, Zhirui Zhang, Boxing Chen, Tong Xu, Jun Xie, Enhong Chen:
Non-Parametric Domain Adaptation for End-to-End Speech Translation. 306-320 - Rui Cao, Roy Ka-Wei Lee, Wen-Haw Chong, Jing Jiang:
Prompting for Multimodal Hateful Meme Classification. 321-332 - Minghan Li
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking. 333-345 - Yizhe Zhang, Deng Cai:
Linearizing Transformer with Key-Value Memory. 346-359 - Gaurav Verma, Vishwa Vinay, Ryan A. Rossi, Srijan Kumar:
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions. 360-374 - Carl Edwards, Tuan Manh Lai, Kevin Ros, Garrett Honke, Kyunghyun Cho, Heng Ji:
Translation between Molecules and Natural Language. 375-413 - Matthew Finlayson, Kyle Richardson, Ashish Sabharwal, Peter Clark:
What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment. 414-426 - Matt Grenander, Shay B. Cohen, Mark Steedman:
Sentence-Incremental Neural Coreference Resolution. 427-443 - Tanya Goyal, Junyi Jessy Li, Greg Durrett:
SNaC: Coherence Error Detection for Narrative Summarization. 444-463 - Tanya Goyal, Nazneen Rajani, Wenhao Liu, Wojciech Kryscinski:
HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models. 464-479 - Zhuoran Jin, Pengfei Cao, Yubo Chen
A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing. 480-490 - Bing Liu, Harrisen Scells
Guiding Neural Entity Alignment with Compatibility. 491-504 - Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh, Shikib Mehri, Maxine Eskénazi, Jeffrey P. Bigham:
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning. 505-525 - Peijie Jiang, Dingkun Long, Yanzhao Zhang, Pengjun Xie, Meishan Zhang, Min Zhang:
Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling. 526-537 - Shitao Xiao, Zheng Liu, Yingxia Shao, Zhao Cao:
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder. 538-548 - Jinfeng Zhou, Bo Wang, Minlie Huang, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou:
Aligning Recommendation and Conversation via Dual Imitation. 549-561 - Xiaoqiang Wang, Bang Liu, Siliang Tang, Lingfei Wu:
QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance. 562-581 - Anya Ji, Noriyuki Kojima, Noah Rush, Alane Suhr, Wai Keen Vong, Robert D. Hawkins, Yoav Artzi:
Abstract Visual Reasoning with Tangram Shapes. 582-601 - Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu:
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models. 602-631 - Hannah Chen, Yangfeng Ji, David E. Evans:
Balanced Adversarial Training: Balancing Tradeoffs between Fickleness and Obstinacy in NLP Models. 632-647 - Ankur Sikarwar
When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks. 648-669 - Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados:
Generative Language Models for Paragraph-Level Question Generation. 670-688 - Zhihan Zhang, Wenhao Yu, Chenguang Zhu, Meng Jiang:
A Unified Encoder-Decoder Framework with Entity Memory. 689-705 - Nada Aldarrab, Jonathan May
Segmenting Numerical Substitution Ciphers. 706-714 - Ashish V. Thapliyal, Jordi Pont-Tuset, Xi Chen, Radu Soricut:
Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset. 715-729 - Yuchen Zhuang, Yinghao Li, Junyang Zhang, Yue Yu, Yingjun Mou, Xiang Chen, Le Song, Chao Zhang:
ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select. 730-744 - Dong Yang, Peijun Qing, Yang Li, Haonan Lu, Xiaodong Lin
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs. 745-760 - Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Qiang Fu, Yan Gao, Jian-Guang Lou, Weizhu Chen:
Reasoning Like Program Executors. 761-779 - Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu
SEM-F1: an Automatic Way for Semantic Evaluation of Multi-Narrative Overlap Summaries at Scale. 780-792 - Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur:
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning. 793-808 - Puneet Mathur, Gautam Kunapuli, Riyaz Bhat, Manish Shrivastava, Dinesh Manocha, Maneesh Singh:
DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection. 809-824 - Xin Mao, Wenting Wang, Yuanbin Wu, Man Lan:
LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation. 825-838 - Xingwei He, Yeyun Gong, A-Long Jin, Weizhen Qi, Hang Zhang, Jian Jiao, Bartuer Zhou, Biao Cheng, Siu-Ming Yiu, Nan Duan:
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning. 839-852 - Zexuan Qiu, Qinliang Su, Jianxing Yu, Shijing Si:
Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization. 853-863 - Jianyang Zhang, Tao Liang, Mingyang Wan, Guowu Yang, Fengmao Lv:
Curriculum Knowledge Distillation for Emoji-supervised Cross-lingual Sentiment Analysis. 864-875 - Hongyan Xie
Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking. 876-889 - Fanshuang Kong, Richong Zhang, Xiaohui Guo, Samuel Mensah, Yongyi Mao:
DropMix: A Textual Data Augmentation Combining Dropout with Mixup. 890-899 - Alon Eirew
Cross-document Event Coreference Search: Task, Dataset and Modeling. 900-913 - Dan Li, Yang Yang, Hongyin Tang, Jiahao Liu, Qifan Wang, Jingang Wang, Tong Xu, Wei Wu, Enhong Chen:
VIRT: Improving Representation-based Text Matching via Virtual Interaction. 914-925 - Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou:
MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. 926-941 - Aniruddha Mahapatra, Sharmila Reddy Nangi, Aparna Garimella, Anandhavelu Natarajan:
Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models. 942-951 - Jan Philip Wahle, Terry Ruas
How Large Language Models are Transforming Machine-Paraphrase Plagiarism. 952-963 - Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer:
M2D2: A Massively Multi-Domain Language Modeling Dataset. 964-975 - Jasmijn Bastings, Sebastian Ebert, Polina Zablotskaia, Anders Sandholm, Katja Filippova:
"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification. 976-991 - Shaolei Zhang, Yang Feng:
Information-Transport-based Policy for Simultaneous Translation. 992-1013 - Zhigen Li, Yanmeng Wang, Rizhao Fan, Ye Wang, Jianfeng Li, Shaojun Wang:
Learning to Adapt to Low-Resource Paraphrase Generation. 1014-1022 - Yuxuan Gu
A Distributional Lens for Multi-Aspect Controllable Text Generation. 1023-1043 - Junyi Li, Tianyi Tang
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation. 1044-1058 - Yuxuan Chen
Multilingual Relation Classification via Efficient and Effective Prompting. 1059-1075 - Jitkapat Sawatphol, Nonthakit Chaiwong, Can Udomcharoenchaikit, Sarana Nutanong:
Topic-Regularized Authorship Representation Learning. 1076-1082 - William Hogan, Jiacheng Li, Jingbo Shang:
Fine-grained Contrastive Learning for Relation Extraction. 1083-1095 - Changqun Li
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. 1096-1106 - Ariel Gera, Alon Halfon, Eyal Shnarch, Yotam Perlitz, Liat Ein-Dor, Noam Slonim:
Zero-Shot Text Classification with Self-Training. 1107-1119 - Tokala Yaswanth Sri Sai Santosh, Shanshan Xu
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts. 1120-1138 - Alex Wang, Richard Yuanzhe Pang, Angelica Chen, Jason Phang, Samuel R. Bowman:
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way. 1139-1156 - Fanghua Ye
MetaASSIST: Robust Dialogue State Tracking with Meta Learning. 1157-1169 - Christos Baziotis, Mikel Artetxe, James Cross, Shruti Bhosale:
Multilingual Machine Translation with Hyper-Adapters. 1170-1185 - Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen:
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination. 1186-1203 - Yash Kumar Lal, Niket Tandon, Tanvi Aggarwal, Horace Liu, Nathanael Chambers, Raymond J. Mooney, Niranjan Balasubramanian:
Using Commonsense Knowledge to Answer Why-Questions. 1204-1219 - Sky CH-Wang, Evan Li, Oliver Li, Smaranda Muresan, Zhou Yu:
Affective Idiosyncratic Responses to Music. 1220-1250 - Dheeru Dua, Shivanshu Gupta, Sameer Singh, Matt Gardner:
Successive Prompting for Decomposing Complex Questions. 1251-1265 - Jaehun Jung, Lianhui Qin, Sean Welleck, Faeze Brahman, Chandra Bhagavatula, Ronan Le Bras, Yejin Choi:
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations. 1266-1279 - Yichi Zhang
DANLI: Deliberative Agent for Following Natural Language Instructions. 1280-1298 - Zhewei Sun, Yang Xu:
Tracing Semantic Variation in Slang. 1299-1313 - Wenbin An
Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning. 1314-1323 - Minsoo Kim, YeonJoon Jung, Dohyeon Lee, Seung-won Hwang:
PLM-based World Models for Text-based Games. 1324-1341 - Haoxing Zhang, Xiaofeng Zhang, Haibo Huang, Lei Yu:
Prompt-Based Meta-Learning For Few-shot Text Classification. 1342-1357 - Hritik Bansal, Da Yin, Masoud Monajatipoor, Kai-Wei Chang:
How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? 1358-1370 - Mukund Rungta, Janvijay Singh, Saif M. Mohammad, Diyi Yang:
Geographic Citation Gaps in NLP Research. 1371-1383 - Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig:
Language Models of Code are Few-Shot Commonsense Learners. 1384-1403 - Ting Hua, Yen-Chang Hsu, Felicity Wang, Qian Lou, Yilin Shen, Hongxia Jin:
Numerical Optimizations for Weighted Low-rank Estimation on Language Models. 1404-1416 - Hyunji Lee, Sohee Yang, Hanseok Oh, Minjoon Seo:
Generative Multi-hop Retrieval. 1417-1436 - Yu Zhao, Jianguo Wei, Zhichao Lin, Yueheng Sun, Meishan Zhang, Min Zhang:
Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text Generation. 1437-1449 - Liang Wen, Houfeng Wang, Yingwei Luo, Xiaolin Wang:
M3: A Multi-View Fusion and Multi-Decoding Network for Multi-Document Reading Comprehension. 1450-1461 - Yue Yu, Chenyan Xiong, Si Sun, Chao Zhang, Arnold Overwijk:
COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning. 1462-1479 - Liliang Ren, Zixuan Zhang, Han Wang, Clare R. Voss, ChengXiang Zhai, Heng Ji:
Language Model Pre-Training with Sparse Latent Typing. 1480-1494 - Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Firoj Alam:
On the Transformation of Latent Space in Fine-Tuned NLP Models. 1495-1516 - Yutao Mou, Keqing He, Pei Wang, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu:
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery. 1517-1529 - Xuanli He, Lingjuan Lyu, Chen Chen, Qiongkai Xu:
Extracted BERT Model Leaks More Information than You Think! 1530-1537 - Mitja Nikolaus, Emmanuelle Salin, Stéphane Ayache, Abdellah Fourtassi, Benoît Favre:
Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? 1538-1555 - Kerem Zaman, Yonatan Belinkov:
A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference. 1556-1576 - Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet, François Yvon, Hinrich Schütze:
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging. 1577-1589 - Zhaowei Wang, Hongming Zhang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller. 1590-1604 - Seiichi Inoue, Mamoru Komachi, Toshinobu Ogiso, Hiroya Takamura, Daichi Mochihashi:
Infinite SCAN: An Infinite Model of Diachronic Semantic Change. 1605-1616 - Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang:
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization. 1617-1634 - Jiao Ou, Jinchao Zhang, Yang Feng, Jie Zhou:
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues. 1635-1648 - Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning. 1649-1662 - Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li, Furu Wei:
SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training. 1663-1676 - Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi:
Learning Label Modular Prompts for Text Classification in the Wild. 1677-1690 - Milos Stanojevic:
Unbiased and Efficient Sampling of Dependency Trees. 1691-1706 - Shuhao Gu, Bojie Hu, Yang Feng:
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions. 1707-1718 - Bowen Shen, Zheng Lin, Yuanxin Liu, Zhengxiao Liu
COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models. 1719-1730 - Zhen Wan, Qianying Liu, Zhuoyuan Mao, Fei Cheng
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction. 1731-1738 - Hong Chen, Duc Minh Vo, Hiroya Takamura, Yusuke Miyao, Hideki Nakayama:
StoryER: Automatic Story Evaluation via Ranking, Rating and Reasoning. 1739-1753 - Eric Mitchell, Joseph J. Noh
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference. 1754-1768 - Hongxin Zhang, Yanzhe Zhang, Ruiyi Zhang, Diyi Yang:
Robustness of Demonstration-based Learning Under Limited Data Scenario. 1769-1782 - Dustin Wright, Jiaxin Pei, David Jurgens, Isabelle Augenstein:
Modeling Information Change in Science Communication with Semantically Matched Paraphrases. 1783-1807 - Karim Lasri, Alessandro Lenci, Thierry Poibeau:
Word Order Matters When You Increase Masking. 1808-1815 - Fatemehsadat Mireshghallah, Archit Uniyal, Tianhao Wang, David E. Evans, Taylor Berg-Kirkpatrick:
An Empirical Analysis of Memorization in Fine-tuned Autoregressive Language Models. 1816-1826 - Shuguang Chen, Leonardo Neves, Thamar Solorio:
Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition. 1827-1841 - Rémi Cardon, Adrien Bibal, Rodrigo Wilkens, David Alfter, Magali Norré, Adeline Müller, Patrick Watrin, Thomas François:
Linguistic Corpus Annotation for Automatic Text Simplification Evaluation. 1842-1866 - Wentao Ding
Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs. 1867-1877 - Xueliang Zhao, Tingchen Fu, Chongyang Tao, Rui Yan:
There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning. 1878-1891 - Joris Baan, Wilker Aziz
Stop Measuring Calibration When Humans Disagree. 1892-1915 - Armineh Nourbakhsh, Cathy Jiao, Sameena Shah, Carolyn P. Rosé:
Improving compositional generalization for multi-step quantitative reasoning in question answering. 1916-1932 - Adam Wiemerslage, Shiran Dudy, Katharina Kann:
A Comprehensive Comparison of Neural Networks as Cognitive Models of Inflection. 1933-1945 - Pradip Pramanick, Chayan Sarkar:
Can Visual Context Improve Automatic Speech Recognition for an Embodied Agent? 1946-1957 - Ife Adebara, AbdelRahim A. Elmadany, Muhammad Abdul-Mageed, Alcides Alcoba Inciarte:
AfroLID: A Neural Language Identification Tool for African Languages. 1958-1981 - Evangelia Spiliopoulou, Artidoro Pagnoni, Yonatan Bisk, Eduard H. Hovy:
EvEntS ReaLM: Event Reasoning of Entity States via Language Models. 1982-1997 - Monica Agrawal
Large language models are few-shot clinical information extractors. 1998-2022 - Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han:
Towards a Unified Multi-Dimensional Evaluator for Text Generation. 2023-2038 - Da Yin, Hritik Bansal, Masoud Monajatipoor, Liunian Harold Li, Kai-Wei Chang:
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models. 2039-2055 - Cristina España-Bonet, Alberto Barrón-Cedeño:
The (Undesired) Attenuation of Human Biases by Multilinguality. 2056-2077 - Oyvind Tafjord, Bhavana Dalvi Mishra, Peter Clark:
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning. 2078-2093 - Philippe Laban, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong:
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets. 2094-2108 - Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab:
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. 2109-2120 - Swarnadeep Saha, Peter Hase, Nazneen Rajani, Mohit Bansal:
Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations. 2121-2131 - Jonathan Zheng, Ashutosh Baheti, Tarek Naous, Wei Xu
Stanceosaurus: Classifying Stance Towards Multicultural Misinformation. 2132-2151 - Inna W. Lin, Lucille Njoo, Anjalie Field
Gendered Mental Health Stigma in Masked Language Models. 2152-2170 - Nishant Yadav, Nicholas Monath, Rico Angell, Manzil Zaheer, Andrew McCallum:
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization. 2171-2194 - Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky:
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models. 2195-2222 - Ben Zhou, Kyle Richardson, Xiaodong Yu, Dan Roth:
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts. 2223-2235 - Anuj Diwan, Layne Berry, Eunsol Choi, David Harwath, Kyle Mahowald:
Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality. 2236-2250 - Sachin Kumar, Biswajit Paria, Yulia Tsvetkov:
Gradient-based Constrained Sampling from Language Models. 2251-2277 - Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Fan Cheng, Shi Han, Dongmei Zhang:
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data. 2278-2291 - Hung-Ting Chen, Michael J. Q. Zhang, Eunsol Choi:
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence. 2292-2307 - Zhenrui Yue, Huimin Zeng, Bernhard Kratzwald, Stefan Feuerriegel, Dong Wang:
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation. 2308-2321 - Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang:
When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain. 2322-2335 - Zhengbao Jiang, Luyu Gao, Zhiruo Wang, Jun Araki, Haibo Ding, Jamie Callan, Graham Neubig:
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer. 2336-2349 - Mohammad Arvan, Luís Pina, Natalie Parde
Reproducibility in Computational Linguistics: Is Source Code Enough? 2350-2361 - Gangwoo Kim, Sungdong Kim, Kang Min Yoo
Generating Information-Seeking Conversations from Unlabeled Documents. 2362-2378 - Ru Peng, Yawen Zeng, Jake Zhao:
Distill The Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation. 2379-2390 - Malik H. Altakrori, Thomas Scialom, Benjamin C. M. Fung, Jackie Chi Kit Cheung:
A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques. 2391-2406 - Sharon Levy, Emily Allaway, Melanie Subbiah, Lydia B. Chilton, Desmond Patton, Kathleen R. McKeown, William Yang Wang:
SafeText: A Benchmark for Exploring Physical Safety in Language Models. 2407-2421 - Kang Min Yoo
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations. 2422-2437 - Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu:
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat. 2438-2459 - QiXiang Gao, Guanting Dong, Yutao Mou, Liwen Wang, Chen Zeng, Daichi Guo, Mingyang Sun, Weiran Xu:
Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking. 2460-2465 - Sneha Mondal, Ritika, Shreya Pathak, Preethi Jyothi, Aravindan Raghuveer:
CoCoa: An Encoder-Decoder Model for Controllable Code-switched Generation. 2466-2479 - Daniel Hershcovich, Nicolas Webersinke, Mathias Kraus, Julia Anna Bingler
Towards Climate Awareness in NLP Research. 2480-2494 - Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi:
Navigating Connected Memories with a Task-oriented Dialog System. 2495-2507 - Hao Zhang:
Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models. 2508-2517 - Yue Zhang, Bo Zhang, Zhenghua Li, Zuyi Bao, Chen Li, Min Zhang:
SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser. 2518-2531 - Nedjma Ousidhoum, Zhangdie Yuan, Andreas Vlachos
Varifocal Question Generation for Fact-checking. 2532-2544 - Kelly Marchisio, Ali Saad-Eldin, Kevin Duh, Carey E. Priebe, Philipp Koehn:
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport. 2545-2561 - Suchin Gururangan, Dallas Card
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection. 2562-2580 - Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam:
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. 2581-2594 - Fenia Christopoulou, Gerasimos Lampouras, Ignacio Iacobacci:
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU. 2595-2611 - Guanzheng Chen, Fangyu Liu, Zaiqiao Meng, Shangsong Liang:
Revisiting Parameter-Efficient Tuning: Are We Really There Yet? 2612-2626 - Zhisong Zhang, Emma Strubell, Eduard H. Hovy:
Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying. 2627-2647 - Zhengping Jiang, Anqi Liu, Benjamin Van Durme:
Calibrating Zero-shot Cross-lingual (Un-)structured Predictions. 2648-2674 - Song Xu, Haoran Li, Peng Yuan, Youzheng Wu, Xiaodong He:
PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training. 2675-2681 - Huan Yee Koh, Jiaxin Ju
How Far are We from Robust Long Abstractive Summarization? 2682-2698 - Qianchu Liu, Diana McCarthy, Anna Korhonen:
Measuring Context-Word Biases in Lexical Semantic Datasets. 2699-2713 - Boshi Wang, Xiang Deng, Huan Sun:
Iteratively Prompt Pre-trained Language Models for Chain of Thought. 2714-2730 - Ben Bogin, Shivanshu Gupta, Jonathan Berant:
Unobserved Local Structures Make Compositional Generalization Hard. 2731-2747 - Xiaobao Wu, Anh Tuan Luu, Xinshuai Dong:
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning. 2748-2760 - Yiyang Li, Hai Zhao, Zhuosheng Zhang:
Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling. 2761-2774 - Dongfang Li, Baotian Hu, Qingcai Chen:
Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates. 2775-2784 - Robin M. Schmidt, Telmo Pires, Stephan Peitz, Jonas Lööf:
Non-Autoregressive Neural Machine Translation: A Call for Clarity. 2785-2799 - Zorik Gekhman, Dina Zverinski, Jonathan Mallinson, Genady Beryozkin:
RED-ACE: Robust Error Detection for ASR using Confidence Embeddings. 2800-2808 - Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo:
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation. 2809-2821 - Bo Hui, Tian Xia, Wei-Shinn Ku:
A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space. 2822-2832 - Aman Madaan, Niket Tandon, Peter Clark, Yiming Yang:
Memory-assisted prompt editing to improve GPT-3 after deployment. 2833-2861 - Hongcheng Guo, Jiaheng Liu, Haoyang Huang, Jian Yang
LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation. 2862-2872 - Zifeng Wang, Jimeng Sun:
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning. 2873-2885 - Lan Jiang, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Rui Jiang:
ROSE: Robust Selective Fine-tuning for Pre-trained Language Models. 2886-2897 - Xiaonan Li, Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang, Bolun Yao, Weizhen Qi, Daxin Jiang, Weizhu Chen, Nan Duan:
CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search. 2898-2910 - Guanghui Ma
Open-Topic False Information Detection on Social Networks with Contrastive Adversarial Learning. 2911-2923 - Jiandian Zeng, Jiantao Zhou, Tianyi Liu:
Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities. 2924-2934 - Kelong Mao, Zhicheng Dou, Hongjin Qian, Fengran Mo, Xiaohua Cheng, Zhao Cao:
ConvTrans: Transforming Web Search Sessions for Conversational Dense Retrieval. 2935-2946 - Xiangyu Xi, Jianwei Lv, Shuaipeng Liu, Wei Ye, Fan Yang, Guanglu Wan:
MUSIED: A Benchmark for Event Detection from Multi-Source Heterogeneous Informal Texts. 2947-2964 - Yanran Chen, Jonas Belouadi
Reproducibility Issues for BERT-based Evaluation Metrics. 2965-2989 - Heyan Chai, Siyu Tang, Jinhao Cui, Ye Ding, Binxing Fang, Qing Liao:
Improving Multi-task Stance Detection with Multi-task Interaction Network. 2990-3000 - Xiao Long, Liansheng Zhuang, Li Aodi, Shafei Wang, Houqiang Li:
Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs. 3001-3013 - Yi Cheng, Wenge Liu, Wenjie Li, Jiashuo Wang, Ruihui Zhao, Bang Liu, Xiaodan Liang, Yefeng Zheng:
Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning. 3014-3026 - Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani:
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency. 3027-3034 - Jingwei Yi
Effective and Efficient Query-aware Snippet Extraction for Web Search. 3035-3046 - Haejun Lee, Akhil Kedia, Jongwon Lee, Ashwin Paranjape, Christopher D. Manning, Kyoung-Gu Woo:
You Only Need One Model for Open-domain Question Answering. 3047-3060 - Siyu Yuan
Generative Entity Typing with Curriculum Learning. 3061-3073 - Yuxin He
SetGNER: General Named Entity Recognition as Entity Set Generation. 3074-3085 - Yizhu Liu, Qi Jia, Kenny Q. Zhu:
Opinion Summarization by Weak-Supervision from Mix-structured Data. 3086-3096 - Mingqi Li, Fei Ding, Dan Zhang, Long Cheng, Hongxin Hu, Feng Luo:
Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model. 3097-3106 - Houxing Ren, Linjun Shou, Ning Wu, Ming Gong, Daxin Jiang:
Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval. 3107-3121 - Hao Wang, Yixin Cao, Yangguang Li, Zhen Huang, Kun Wang, Jing Shao:
R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference. 3122-3134 - Abbas Ghaddar, Yimeng Wu, Sunyam Bagga, Ahmad Rashid, Khalil Bibi, Mehdi Rezagholizadeh, Chao Xing, Yasheng Wang, Xinyu Duan, Zhefeng Wang, Baoxing Huai, Xin Jiang, Qun Liu, Philippe Langlais:
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing. 3135-3151 - Jianing Wang
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering. 3152-3163 - Jianing Wang
Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding. 3164-3177 - Lingfeng Shen, Lemao Liu, Haiyun Jiang, Shuming Shi:
On the Evaluation Metrics for Paraphrase Generation. 3178-3190 - Sijie Mai, Ya Sun
Curriculum Learning Meets Weakly Supervised Multimodal Correlation Learning. 3191-3203 - Han Peng, Ge Li, Yunfei Zhao, Zhi Jin:
Rethinking Positional Encoding in Tree Transformer for Code Representation. 3204-3214 - Jiexing Qi
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL. 3215-3229 - Zepeng Zhai, Hao Chen, Fangxiang Feng, Ruifan Li, Xiaojie Wang:
COM-MRC: A COntext-Masked Machine Reading Comprehension Framework for Aspect Sentiment Triplet Extraction. 3230-3241 - ShanShan Zhong, Jinghui Qin, Zhongzhan Huang, Daifeng Li:
CEM: Machine-Human Chatting Handoff via Causal-Enhance Module. 3242-3253 - Weijia Shi, Julian Michael, Suchin Gururangan, Luke Zettlemoyer:
Nearest Neighbor Zero-Shot Inference. 3254-3265 - David Gros, Yu Li, Zhou Yu:
Robots-Dont-Cry: Understanding Falsely Anthropomorphic Utterances in Dialog Systems. 3266-3284 - Xin Li, Xiaojie Zhang, Peng Jia, Rui Mao, Ming-Yang Zhou, Xing Xie, Hao Liao:
A Joint Learning Framework for Restaurant Survival Prediction and Explanation. 3285-3297 - Chen Zhang, Lei Ren, Jingang Wang, Wei Wu, Dawei Song:
Making Pretrained Language Models Good Long-tailed Learners. 3298-3312 - Jiaqi Chen, Tong Li, Jinghui Qin, Pan Lu, Liang Lin, Chongyu Chen, Xiaodan Liang:
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression. 3313-3323 - Hao Yang, Yanyan Zhao, Bing Qin:
Face-Sensitive Image-to-Emotional-Text Cross-modal Translation for Multimodal Aspect-based Sentiment Analysis. 3324-3335 - Chen Zhang
FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation. 3336-3355 - Bohong Wu, Hai Zhao:
Sentence Representation Learning with Generative Objective rather than Contrastive Objective. 3356-3368 - Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning. 3369-3391 - Hanqing Zhang, Dawei Song:
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation. 3392-3406 - Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun R. Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Wang:
CPL: Counterfactual Prompt Learning for Vision and Language Models. 3407-3418 - Ethan Perez, Saffron Huang, H. Francis Song, Trevor Cai, Roman Ring, John Aslanides, Amelia Glaese, Nat McAleese, Geoffrey Irving:
Red Teaming Language Models with Language Models. 3419-3448 - Yiqi Gao, Xinglin Hou, Yuanmeng Zhang, Tiezheng Ge, Yuning Jiang, Peng Wang:
CapOnImage: Context-driven Dense-Captioning on Image. 3449-3465 - Jianing Wang
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition. 3466-3476 - Li Lucy, Divya Tadimeti, David Bamman:
Discovering Differences in the Representation of People using Contextualized Semantic Axes. 3477-3494 - Jifan Chen, Aniruddh Sriram, Eunsol Choi, Greg Durrett:
Generating Literal and Implied Subquestions to Fact-check Complex Claims. 3495-3516 - Jacob Bremerman, Xiang Ren, Jonathan May
Machine Translation Robustness to Natural Asemantic Variation. 3517-3532 - Freda Shi, Daniel Fried, Marjan Ghazvininejad, Luke Zettlemoyer, Sida I. Wang:
Natural Language to Code Translation with Execution. 3533-3546 - Oren Sultan, Dafna Shahaf:
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes. 3547-3562 - Terra Blevins, Luke Zettlemoyer:
Language Contamination Helps Explains the Cross-lingual Capabilities of English Pretrained Models. 3563-3574 - Terra Blevins, Hila Gonen, Luke Zettlemoyer:
Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models. 3575-3590 - Xin Cheng, Shen Gao, Lemao Liu, Dongyan Zhao, Rui Yan:
Neural Machine Translation with Contrastive Translation Memories. 3591-3601 - Junhao Zheng, Zhanxian Liang, Haibin Chen, Qianli Ma:
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition. 3602-3615 - Zhenwen Li, Jiaqi Guo, Qian Liu, Jian-Guang Lou, Tao Xie:
Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing. 3616-3625 - Denis Jered McInerney, Geoffrey Young, Jan-Willem van de Meent, Byron C. Wallace:
That's the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data. 3626-3648 - Anton Kolonin, Vignav Ramesh:
Unsupervised Tokenization Learning. 3649-3664 - Shuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, Yang Liu:
A Template-based Method for Constrained Neural Machine Translation. 3665-3679 - Yupeng Zhang
PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models. 3680-3687 - Jia Peng Lim, Hady W. Lauw:
Towards Reinterpreting Neural Topic Models via Composite Activations. 3688-3703 - Ruifeng Yuan, Zili Wang, Ziqiang Cao, Wenjie Li:
Few-shot Query-Focused Summarization with Prefix-Merging. 3704-3714 - Siyu Lai, Zhen Yang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou:
Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment. 3715-3725 - Tianxiang Sun, Junliang He, Xipeng Qiu, Xuanjing Huang:
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation. 3726-3739 - Zihan Wang, Peiyi Wang, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui, Houfeng Wang:
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification. 3740-3751 - Md. Arafat Sultan, Avi Sil, Radu Florian:
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering. 3752-3761 - Maarten Sap, Ronan Le Bras, Daniel Fried, Yejin Choi:
Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs. 3762-3780 - Devendra Singh Sachan, Mike Lewis, Mandar Joshi, Armen Aghajanyan, Wen-tau Yih, Joelle Pineau, Luke Zettlemoyer:
Improving Passage Retrieval with Zero-Shot Question Generation. 3781-3797 - Ting-Yao Hsu, Yoshi Suhara, Xiaolan Wang:
Summarizing Community-based Question-Answer Pairs. 3798-3808 - Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Marek Rei:
Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models. 3809-3823 - Christine de Kock, Andreas Vlachos:
How to disagree well: Investigating the dispute tactics used on Wikipedia. 3824-3837 - Allen Kim, Steven Skiena
Chapter Ordering in Novels. 3838-3848 - Naiming Liu, Zichao Wang, Richard G. Baraniuk, Andrew S. Lan:
Open-ended Knowledge Tracing for Computer Science Education. 3849-3862 - Prithviraj Sen, Breno W. S. R. de Carvalho, Ibrahim Abdelaziz, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray:
Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules. 3863-3875 - Zifeng Wang, Zhenbang Wu, Dinesh Agarwal, Jimeng Sun:
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text. 3876-3887 - Zhiyuan Zhang, Ruixuan Luo, Qi Su, Xu Sun:
GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization. 3888-3903 - Yi Yang, Chen Zhang, Dawei Song:
Sparse Teachers Can Be Dense with Knowledge. 3904-3915 - Tianxiang Sun, Zhengfu He, Hong Qian, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu:
BBTv2: Towards a Gradient-Free Future with Large Language Models. 3916-3930 - Shujian Zhang, Chengyue Gong, Xingchao Liu:
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models. 3931-3943 - Julia White, Noah D. Goodman, Robert X. D. Hawkins:
Mixed-effects transformers for hierarchical adaptation. 3944-3954 - Xinran Zhao, Shikhar Murty, Christopher D. Manning:
On Measuring the Intrinsic Few-Shot Hardness of Datasets. 3955-3963 - Bowen Xing, Ivor W. Tsang
Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling. 3964-3975 - Weiwei Gu, Boyuan Zheng, Yunmo Chen, Tongfei Chen, Benjamin Van Durme:
An Empirical Study on Finding Spans. 3976-3983 - Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu:
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding. 3984-3993 - Jie Huang, Hanyin Shao, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu:
Understanding Jargon: Combining Extraction and Generation for Definition Modeling. 3994-4004 - Hyunwoo Kim
ProsocialDialog: A Prosocial Backbone for Conversational Agents. 4005-4029 - Ting Jiang, Deqing Wang, Leilei Sun, Zhongzhi Chen, Fuzhen Zhuang, Qinghong Yang:
Exploiting Global and Local Hierarchies for Hierarchical Text Classification. 4030-4039 - Shan Wu, Chunlei Xin, Bo Chen, Xianpei Han, Le Sun:
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing. 4040-4052 - Xiuying Chen, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang
Scientific Paper Extractive Summarization Enhanced by Citation Graphs. 4053-4062 - Ngoc Dang Nguyen, Lan Du, Wray L. Buntine
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios. 4063-4071 - Kuicai Dong, Aixin Sun, Jung-Jae Kim
Syntactic Multi-view Learning for Open Information Extraction. 4072-4083 - Chaoya Jiang, Haiyang Xu, Chenliang Li, Ming Yan, Wei Ye, Shikun Zhang, Bin Bi, Songfang Huang:
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection. 4084-4096 - Yinpei Dai, Wanwei He, Bowen Li, Yuchuan Wu, Zheng Cao
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation. 4097-4111 - Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang:
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding. 4112-4122 - Ye Wang, Xinxin Liu, Wenxin Hu, Tao Zhang:
A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling. 4123-4135 - Kumar Shridhar, Jakub Macina
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems. 4136-4149 - Xiaofeng Zhang, Yikang Shen, Zeyu Huang, Jie Zhou, Wenge Rong, Zhang Xiong:
Mixture of Attention Heads: Selecting Attention Heads Per Token. 4150-4162 - Eldar Kurtic, Daniel Campos, Tuan Nguyen, Elias Frantar, Mark Kurtz, Benjamin Fineran, Michael Goin, Dan Alistarh:
The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models. 4163-4181 - Sunjae Yoon, Eunseop Yoon, Hee Suk Yoon, Junyeong Kim, Chang Dong Yoo:
Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue. 4182-4193 - Shasha Guo, Jing Zhang, Yanling Wang, Qianyi Zhang, Cuiping Li, Hong Chen:
DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner. 4194-4207 - Yunqi Zhang, Yubo Chen, Yongfeng Huang:
RelU-Net: Syntax-aware Graph U-Net for Relational Triple Extraction. 4208-4217 - Elisa Bassignana
Evidence \textgreater Intuition: Transferability Estimation for Encoder Selection. 4218-4227 - Pedro Henrique Martins, Zita Marinho, André F. T. Martins:
Chunk-based Nearest Neighbor Machine Translation. 4228-4245 - Akhil Kedia, Mohd Abbas Zaidi, Haejun Lee:
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering. 4246-4260 - Yudai Pan, Jun Liu, Lingling Zhang, Tianzhe Zhao, Qika Lin, Xin Hu, Qianying Wang:
Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations. 4261-4274 - Jiahao Li
Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity. 4275-4286 - Anna Currey, Maria Nadejde, Raghavendra Reddy Pappagari, Mia Mayer, Stanislas Lauly, Xing Niu, Benjamin Hsu, Georgiana Dinu:
MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation. 4287-4299 - Yuqi Chen, Keming Chen, Xian Sun, Zequn Zhang:
A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction. 4300-4309 - Kabir Ahuja, Sunayana Sitaram, Sandipan Dandapat, Monojit Choudhury:
On the Calibration of Massively Multilingual Language Models. 4310-4323 - Minda Hu, Muzhi Li, Yasheng Wang, Irwin King:
Momentum Contrastive Pre-training for Question Answering. 4324-4330 - Amir Zeldes, Nick Howell, Noam Ordan, Yifat Ben Moshe:
A Second Wave of UD Hebrew Treebanking and Cross-Domain Parsing. 4331-4344 - Dan Friedman, Alexander Wettig, Danqi Chen:
Finding Dataset Shortcuts with Grammar Induction. 4345-4363 - Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang:
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach. 4364-4377 - Ke Bai, Guoyin Wang, Jiwei Li, Sunghyun Park, Sungjin Lee, Puyang Xu, Ricardo Henao, Lawrence Carin:
Open World Classification with Adaptive Negative Samples. 4378-4392 - Kevin Yang, Yuandong Tian, Nanyun Peng, Dan Klein:
Re3: Generating Longer Stories With Recursive Reprompting and Revision. 4393-4479 - Viet Anh Khoa Tran, David Thulke, Yingbo Gao, Christian Herold, Hermann Ney:
Does Joint Training Really Help Cascaded Speech Translation? 4480-4487 - David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, Shruti Rijhwani, Michael Beukman
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. 4488-4508 - Luciana Benotti, Patrick Blackburn
Ethics consideration sections in natural language processing papers. 4509-4516 - Zhaofeng Wu, Robert L. Logan IV, Pete Walsh, Akshita Bhagia, Dirk Groeneveld, Sameer Singh, Iz Beltagy:
Continued Pretraining for Better Zero- and Few-Shot Promptability. 4517-4531 - Kirby Kuznia, Swaroop Mishra, Mihir Parmar, Chitta Baral:
Less is More: Summary of Long Instructions is Better for Program Synthesis. 4532-4552 - Pruthvi Patel, Swaroop Mishra, Mihir Parmar, Chitta Baral:
Is a Question Decomposition Unit All We Need? 4553-4569 - Marjan Ghazvininejad, Vladimir Karpukhin, Vera Gor, Asli Celikyilmaz:
Discourse-Aware Soft Prompting for Text Generation. 4570-4589 - Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Tagyoung Chung, Jing Huang, Yang Liu, Nanyun Peng:
ExPUNations: Augmenting Puns with Keywords and Explanations. 4590-4605 - Yixiao Song, Kalpesh Krishna, Rajesh Bhatt, Mohit Iyyer:
SLING: Sino Linguistic Evaluation of Large Language Models. 4606-4634 - Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Shuyang Gao, Tagyoung Chung, Jing Huang, Yang Liu, Nanyun Peng:
Context-Situated Pun Generation. 4635-4648 - Xinya Du, Heng Ji:
Retrieval-Augmented Generative Question Answering for Event Argument Extraction. 4649-4666 - Elisa Kreiss, Fei Fang, Noah D. Goodman, Christopher Potts:
Concadia: Towards Image-Based Text Generation with a Purpose. 4667-4684 - Elisa Kreiss, Cynthia L. Bennett, Shayan Hooshmand, Eric Zelikman, Meredith Ringel Morris, Christopher Potts:
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics. 4685-4697 - Yinya Huang
MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure. 4698-4724 - Hongjin Qian, Zhicheng Dou:
Explicit Query Rewriting for Conversational Dense Retrieval. 4725-4737 - Wenbiao Yin, Lin Shang:
Efficient Nearest Neighbor Emotion Classification with BERT-whitening. 4738-4745 - Tingyu Xia, Yue Wang, Yuan Tian, Yi Chang:
FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification. 4746-4758 - Zi Lin, Jeremiah Z. Liu, Jingbo Shang:
Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification. 4759-4776 - Yuan Xia, Zhenhui Shi, Jingbo Zhou, Jiayu Xu, Chao Lu, Yehui Yang, Lei Wang, Haifeng Huang, Xia Zhang, Junwei Liu:
A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction. 4777-4786 - Yiquan Wu, Yifei Liu, Weiming Lu, Yating Zhang, Jun Feng, Changlong Sun, Fei Wu, Kun Kuang:
Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework. 4787-4799 - Yi Zhu, Zhaoqing Zhu, Bingqian Lin, Xiaodan Liang, Feng Zhao, Jianzhuang Liu:
RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning. 4800-4810 - Huanran Zheng
Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation. 4811-4823 - Peng Xu, Mostofa Patwary, Shrimai Prabhumoye, Virginia Adams, Ryan Prenger, Wei Ping, Nayeon Lee, Mohammad Shoeybi, Bryan Catanzaro:
Evaluating Parameter Efficient Learning for Generation. 4824-4833 - Yifei Yuan
McQueen: a Benchmark for Multimodal Conversational Query Rewrite. 4834-4844 - Jiuzhou Han, Ehsan Shareghi:
Self-supervised Graph Masking Pre-training for Graph-to-Text Generation. 4845-4853 - Chenghao Yang, Xuezhe Ma:
Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping. 4854-4859 - Justus Mattern, Zhijing Jin, Benjamin Weggenmann, Bernhard Schölkopf, Mrinmaya Sachan:
Differentially Private Language Models for Secure Data Sharing. 4860-4873 - Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Antoine Bosselut
Conditional set generation using Seq2seq models. 4874-4896 - Bin Wang, Chen Zhang, Yan Zhang, Yiming Chen, Haizhou Li:
Analyzing and Evaluating Faithfulness in Dialogue Summarization. 4897-4908 - Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Hao Peng, Ximing Lu, Dragomir Radev, Yejin Choi, Noah A. Smith:
Twist Decoding: Diverse Generators Guide Each Other. 4909-4923 - Haochen Li
Exploring Representation-level Augmentation for Code Search. 4924-4936 - Erxin Yu, Lan Du, Yuan Jin, Zhepei Wei, Yi Chang:
Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables. 4937-4948 - Borui Wang, Chengcheng Feng, Arjun Nair, Madelyn Mao, Jai Desai, Asli Celikyilmaz, Haoran Li, Yashar Mehdad, Dragomir Radev:
STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension. 4949-4958 - Pei Zhang, Baosong Yang, Haoran Wei, Dayiheng Liu, Kai Fan, Luo Si, Jun Xie:
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? 4959-4970 - Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du:
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training. 4971-4983 - Shuai Fan, Chen Lin, Haonan Li, Zhenghao Lin, Jinsong Su, Hang Zhang, Yeyun Gong, Jian Guo, Nan Duan:
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis. 4984-4994 - Hui Liu, Wenya Wang
Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement. 4995-5006 - Wangchunshu Zhou, Canwen Xu, Julian J. McAuley:
Efficiently Tuned Parameters Are Task Embeddings. 5007-5014 - Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu:
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models. 5015-5035 - Yuxiang Nie
Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network. 5036-5047 - Yuekun Yao, Alexander Koller:
Structural generalization is hard for sequence-to-sequence models. 5048-5062 - Hui Liu, Weidong Guo, Yige Chen, Xiangyang Li:
Contrastive Learning enhanced Author-Style Headline Generation. 5063-5072 - Yafu Li, Leyang Cui, Yongjing Yin, Yue Zhang:
Multi-Granularity Optimization for Non-Autoregressive Translation. 5073-5084 - Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Kuntal Kumar Pal, Maitreya Patel, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks. 5085-5109 - Zequn Liu, Kefei Duan, Junwei Yang, Hanwen Xu, Ming Zhang, Sheng Wang:
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks. 5110-5122 - Miao Zhang
DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question Answering. 5123-5133 - Jianzhu Bao
AEG: Argumentative Essay Generation via A Dual-Decoder Model with Content Planning. 5134-5148 - Minju Kim, Chaehyeong Kim, Yongho Song, Seung-won Hwang, Jinyoung Yeo:
BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets. 5149-5170 - Jun-Yu Ma, Beiduo Chen
Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition. 5171-5183 - Yuxiang Wu, Yu Zhao
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks. 5184-5196 - Xiaohui Song, Longtao Huang, Hui Xue, Songlin Hu
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation. 5197-5206 - Vladislav Mikhailov, Tatiana Shamardina, Max Ryabinin, Alena Pestova, Ivan Smurov, Ekaterina Artemova:
RuCoLA: Russian Corpus of Linguistic Acceptability. 5207-5227 - Huiru Xiao, Xin Liu, Yangqiu Song, Ginny Y. Wong
Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform. 5228-5239 - Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou:
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. 5240-5253 - Anders Søgaard:
Should We Ban English NLP for a Year? 5254-5260 - Minchul Lee, Kijong Han, Myeong Cheol Shin:
LittleBird: Efficient Faster & Longer Transformer for Question Answering. 5261-5277 - Zhen Yang, Fandong Meng, Yingxue Zhang, Ernan Li, Jie Zhou:
WeTS: A Benchmark for Translation Suggestion. 5278-5290 - Chen Wang, Yuchen Liu, Boxing Chen, Jiajun Zhang, Wei Luo, Zhongqiang Huang, Chengqing Zong:
Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation. 5291-5302 - Yifu Qiu, Shay B. Cohen:
Abstractive Summarization Guided by Latent Hierarchical Document Structure. 5303-5317 - Jianguo Mao, Wenbin Jiang, Xiangdong Wang, Hong Liu, Yu Xia, Yajuan Lyu, Qiaoqiao She:
Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning. 5318-5325 - Yifu Qiu, Hongyu Li, Yingqi Qu, Ying Chen, Qiaoqiao She, Jing Liu, Hua Wu, Haifeng Wang:
DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine. 5326-5338 - Junlong Liu, Xichen Shang, Qianli Ma:
Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction. 5339-5351 - Siyu Tang, Heyan Chai, Ziyi Yao, Ye Ding, Cuiyun Gao, Binxing Fang, Qing Liao:
Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment Analysis. 5352-5362 - Aman Kumar, Himani Shrotriya, Prachi Sahu, Amogh Mishra, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Mitesh M. Khapra, Pratyush Kumar:
IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages. 5363-5394 - Akshay Batheja, Pushpak Bhattacharyya:
Improving Machine Translation with Phrase Pair Injection and Corpus Filtering. 5395-5400 - Ya Wang, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Chengzhong Xu:
An Anchor-based Relative Position Embedding Method for Cross-Modal Tasks. 5401-5413 - Yu Lu
Norm-based Noisy Corpora Filtering and Refurbishing in Neural Machine Translation. 5414-5425 - Zeqian Ju, Peiling Lu, Xu Tan, Rui Wang, Chen Zhang, Songruoyao Wu, Kejun Zhang, Xiang-Yang Li, Tao Qin, Tie-Yan Liu:
TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method. 5426-5437 - You-En Lin, An-Zi Yen, Hen-Hsen Huang
SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance. 5438-5451 - Hojun Cho, Dohee Kim, Seungwoo Ryu, ChaeHun Park, Hyungjong Noh, Jeong-In Hwang, Minseok Choi, Edward Choi, Jaegul Choo:
Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model. 5452-5467 - Hui Jiang, Ziyao Lu, Fandong Meng, Chulun Zhou, Jie Zhou, Degen Huang, Jinsong Su:
Towards Robust k-Nearest-Neighbor Machine Translation. 5468-5477 - Yang Yu, Fangzhao Wu, Chuhan Wu, Jingwei Yi, Qi Liu:
Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation. 5478-5489 - YunSeok Choi, Hyojun Kim
TABS: Efficient Textual Adversarial Attack for Pre-trained NL Code Model Using Semantic Beam Search. 5490-5498 - Chengyuan Liu, Leilei Gan, Kun Kuang, Fei Wu:
Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples. 5499-5512 - Xinyou Wang, Zaixiang Zheng, Shujian Huang:
Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators. 5513-5519 - Ensheng Shi, Yanlin Wang, Wei Tao
RACE: Retrieval-augmented Commit Message Generation. 5520-5530 - Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang:
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation. 5531-5546 - Yahan Yu, Bojie Hu, Yu Li:
GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval. 5547-5557 - Wenhu Chen, Hexiang Hu, Xi Chen, Pat Verga, William W. Cohen:
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text. 5558-5570 - Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Byron C. Wallace, Bino John, Nigel Greene, Joseph Kim, Yulan He:
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text. 5571-5587 - Jie Cao
OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification. 5588-5597 - HyoJung Han, Marine Carpuat, Jordan L. Boyd-Graber:
SimQA: Detecting Simultaneous MT Errors through Word-by-Word Question Answering. 5598-5616 - Zhihui Xie, Handong Zhao, Tong Yu, Shuai Li:
Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations. 5617-5633 - Florin Brad, Andrei Manolache, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu:
Rethinking the Authorship Verification Experimental Setups. 5634-5643 - Chunpu Xu, Jing Li:
Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification. 5644-5656 - Zexuan Zhong, Tao Lei, Danqi Chen:
Training Language Models with Memory Augmentation. 5657-5673 - Paul Röttger, Debora Nozza, Federico Bianchi, Dirk Hovy:
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages. 5674-5691 - Zhenghao Liu, Han Zhang, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Xiaohua Li:
Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder. 5692-5698 - Aviv Slobodkin, Paul Roit, Eran Hirsch, Ori Ernst, Ido Dagan:
Controlled Text Reduction. 5699-5715 - Yanzhu Guo, Chloé Clavel, Moussa Kamal Eddine, Michalis Vazirgiannis:
Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency. 5716-5727 - Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Saurabh Tiwary, Robert West:
Invariant Language Modeling. 5728-5743 - Yaqing Wang, Sahaj Agarwal, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao:
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning. 5744-5760 - Ruben Wolhandler, Arie Cattan, Ori Ernst, Ido Dagan:
How "Multi" is Multi-Document Summarization? 5761-5769 - Giacomo Frisoni, Miki Mizutani, Gianluca Moro, Lorenzo Valgimigli:
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature. 5770-5793 - Paul-Ambroise Duquenne, Hongyu Gong, Benoît Sagot, Holger Schwenk:
T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation. 5794-5806 - Swaroop Mishra, Matthew Finlayson, Pan Lu, Leonard Tang, Sean Welleck, Chitta Baral, Tanmay Rajpurohit, Oyvind Tafjord, Ashish Sabharwal, Peter Clark, Ashwin Kalyan:
LILA: A Unified Benchmark for Mathematical Reasoning. 5807-5832 - Md Mosharaf Hossain, Eduardo Blanco:
Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding. 5833-5847 - Lunyiu Nie, Shulin Cao, Jiaxin Shi, Jiuding Sun, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai:
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation. 5848-5865 - Nafis Sadeq, Canwen Xu, Julian J. McAuley:
InforMask: Unsupervised Informative Masking for Language Model Pretraining. 5866-5878 - Junxian He
CTRLsum: Towards Generic Controllable Text Summarization. 5879-5915 - Max Glockner, Yufang Hou, Iryna Gurevych:
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation. 5916-5936 - Justin Lovelace, Carolyn P. Rosé:
A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion. 5937-5955 - Liam van der Poel, Ryan Cotterell, Clara Meister:
Mutual Information Alleviates Hallucinations in Abstractive Summarization. 5956-5965 - Yukun Feng, Feng Li, Philipp Koehn:
Toward the Limitation of Code-Switching in Cross-Lingual Transfer. 5966-5971 - Frank Mtumbuka, Thomas Lukasiewicz:
Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction. 5972-5987 - Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan:
Transformer-based Entity Typing in Knowledge Graphs. 5988-6001 - Revanth Gangi Reddy, Sai Chetan Chinthakindi, Zhenhailong Wang, Yi R. Fung, Kathryn Conger, Ahmed Elsayed, Martha Palmer, Preslav Nakov, Eduard H. Hovy, Kevin Small, Heng Ji:
NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge. 6002-6018 - Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn:
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces. 6019-6033 - Shauli Ravfogel, Francisco Vargas, Yoav Goldberg, Ryan Cotterell:
Adversarial Concept Erasure in Kernel Space. 6034-6055 - Kawin Ethayarajh, Dan Jurafsky:
The Authenticity Gap in Human Evaluation. 6056-6070 - Ivan P. Yamshchikov, Alexey Tikhonov, Yorgos Pantis, Charlotte Schubert, Jürgen Jost:
BERT in Plutarch's Shadows. 6071-6080 - Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir Radev:
Leveraging Locality in Abstractive Text Summarization. 6081-6093 - Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu:
Salience Allocation as Guidance for Abstractive Summarization. 6094-6106 - Thomas Scialom, Tuhin Chakrabarty, Smaranda Muresan:
Fine-tuned Language Models are Continual Learners. 6107-6122 - Rami Aly, Andreas Vlachos:
Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact Verification. 6123-6135 - Sabyasachi Kamila, Walid Magdy, Sourav Dutta, MingXue Wang:
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis. 6136-6147 - Roshanak Mirzaee, Parisa Kordjamshidi:
Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning. 6148-6165 - Zhisong Zhang, Emma Strubell, Eduard H. Hovy:
A Survey of Active Learning for Natural Language Processing. 6166-6190 - Alexandra DeLucia
Bernice: A Multilingual Pre-trained Encoder for Twitter. 6191-6205 - Yuki Arase, Satoru Uchida, Tomoyuki Kajiwara:
CEFR-Based Sentence Difficulty Annotation and Assessment. 6206-6219 - Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang:
Simple Questions Generate Named Entity Recognition Datasets. 6220-6236 - Joel Jang, Seonghyeon Ye, Changho Lee, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Minjoon Seo:
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models. 6237-6250 - Lu Dai, Bang Wang, Wei Xiang, Yijun Mo:
Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction. 6251-6263 - Peiyi Wang, Yifan Song, Tianyu Liu, Binghuai Lin, Yunbo Cao, Sujian Li, Zhifang Sui:
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation. 6264-6278 - Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang:
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. 6279-6292 - Baohang Zhou, Ying Zhang, Kehui Song, Wenya Guo, Guoqing Zhao, Hongbin Wang, Xiaojie Yuan:
A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition. 6293-6302 - Guan-Yu Lin, Pu-Jen Cheng:
R-TeaFor: Regularized Teacher-Forcing for Abstractive Summarization. 6303-6311 - Xinglin Lyu, Junhui Li, Shimin Tao, Hao Yang, Ying Qin, Min Zhang:
Modeling Consistency Preference via Lexical Chains for Document-level Neural Machine Translation. 6312-6326 - Weiyan Shi, Ryan Shea, Si Chen, Chiyuan Zhang, Ruoxi Jia, Zhou Yu:
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models. 6327-6340 - Marcio Fonseca, Yftah Ziser, Shay B. Cohen:
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents. 6341-6364 - Bowen Shi, Diane Brentari, Gregory Shakhnarovich, Karen Livescu:
Open-Domain Sign Language Translation Learned from Online Video. 6365-6379 - Zhaochen Su, Zecheng Tang, Xinyan Guan, Lijun Wu, Min Zhang, Juntao Li:
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change. 6380-6393 - Weixi Feng, Tsu-Jui Fu, Yujie Lu, William Yang Wang:
ULN: Towards Underspecified Vision-and-Language Navigation. 6394-6412 - Zhuo Zhang, Xiangjing Hu, Lizhen Qu, Qifan Wang, Zenglin Xu:
Federated Model Decomposition with Private Vocabulary for Text Classification. 6413-6425 - Kai Xiong, Xiao Ding, Zhongyang Li, Li Du, Ting Liu, Bing Qin, Yi Zheng, Baoxing Huai:
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks. 6426-6438 - Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua:
Video Question Answering: Datasets, Algorithms and Challenges. 6439-6455 - Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam:
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation. 6456-6472 - Zhijun Wang, Xuebo Liu, Min Zhang:
Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling. 6473-6484 - Yice Zhang, Yifan Yang, Yihui Li, Bin Liang, Shiwei Chen, Yixue Dang, Min Yang, Ruifeng Xu:
Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction. 6485-6498 - Renjie Zhou, Zhongyi Xie, Jian Wan, Jilin Zhang, Yong Liao, Qiang Liu:
Attention and Edge-Label Guided Graph Convolutional Networks for Named Entity Recognition. 6499-6510 - Haolin Deng, Yanan Zhang, Yangfan Zhang, Wangyang Ying, Changlong Yu, Jun Gao, Wei Wang, Xiaoling Bai, Nan Yang, Jin Ma, Xiang Chen, Tianhua Zhou:
Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset. 6511-6524 - Chaitanya Malaviya, Sudeep Bhatia, Mark Yatskar:
Cascading Biases: Investigating the Effect of Heuristic Annotation Strategies on Data and Models. 6525-6540 - Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal:
Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts. 6541-6566 - Fan Yin, Yao Li
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation. 6567-6584 - Zhongwei Wan, Yichun Yin, Wei Zhang, Jiaxin Shi, Lifeng Shang, Guangyong Chen, Xin Jiang, Qun Liu:
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks. 6585-6597 - Duo Zheng, Tao Kong, Ya Jing, Jiaan Wang, Xiaojie Wang:
Towards Unifying Reference Expression Generation and Comprehension. 6598-6611 - Dang Nguyen Minh, Anh Tuan Luu:
Textual Manifold-based Defense Against Natural Language Adversarial Examples. 6612-6625 - Hongyu Zhao, Hao Tan, Hongyuan Mei:
Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters. 6626-6638 - Si Sun, Chenyan Xiong, Yue Yu, Arnold Overwijk, Zhiyuan Liu, Jie Bao:
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives. 6639-6654 - Akari Asai, Mohammadreza Salehi, Matthew E. Peters, Hannaneh Hajishirzi:
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts. 6655-6672 - Ella Rabinovich, Boaz Carmeli:
Exploration of the Usage of Color Terms by Color-blind Participants in Online Discussion Platforms. 6673-6685 - Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu:
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships. 6686-6698 - Liangtai Sun, Xingyu Chen, Lu Chen, Tianle Dai, Zichen Zhu, Kai Yu:
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI. 6699-6712 - Minsoo Kim, Sihwa Lee, Sukjin Hong, Du-Seong Chang, Jungwook Choi:
Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders. 6713-6725 - Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Exploring Mode Connectivity for Pre-trained Language Models. 6726-6746 - Jaehoon Oh, Jongwoo Ko, Se-Young Yun:
Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks. 6747-6754 - Baijun Ji, Tong Zhang, Yicheng Zou, Bojie Hu, Si Shen:
Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective. 6755-6764 - Sheng Xu, Peifeng Li, Qiaoming Zhu:
Improving Event Coreference Resolution Using Document-level and Topic-level Information. 6765-6775 - Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi, Soujanya Poria:
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding. 6776-6791 - Budhaditya Deb, Ahmed Hassan Awadallah, Guoqing Zheng:
Boosting Natural Language Generation from Instructions with Meta-Learning. 6792-6808 - Eitan Wagner, Renana Keydar, Amit Pinchevski, Omri Abend:
Topical Segmentation of Spoken Narratives: A Test Case on Holocaust Survivor Testimonies. 6809-6821 - Yi-Chong Huang, Xiaocheng Feng, Xinwei Geng, Bing Qin:
Unifying the Convergences in Multilingual Neural Machine Translation. 6822-6835 - Chengyue Jiang, Yong Jiang, Weiqi Wu, Pengjun Xie, Kewei Tu:
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field. 6836-6847 - Tuhin Chakrabarty, Vishakh Padmakumar, He He:
Help me write a Poem - Instruction Tuning as a Vehicle for Collaborative Poetry Writing. 6848-6863 - Sha Li, Heng Ji, Jiawei Han:
Open Relation and Event Type Discovery with Type Abstraction. 6864-6877 - Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq R. Joty, Luo Si:
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples. 6878-6890 - Peiyuan Gong, Xuebo Liu, Heyan Huang, Min Zhang:
Revisiting Grammatical Error Correction Evaluation and Beyond. 6891-6902 - Linyong Nan, Lorenzo Jaime Yu Flores, Yilun Zhao, Yixin Liu, Luke Benson, Weijin Zou, Dragomir Radev:
R2D2: Robust Data-to-Text with Replacement Detection. 6903-6917 - Rifki Afina Putri
IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension. 6918-6933 - Yong Wang, Shilin He, Guanhua Chen, Yun Chen, Daxin Jiang:
XLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation. 6934-6946 - Qin Dai, Benjamin Heinzerling, Kentaro Inui:
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction. 6947-6958 - Nayu Liu, Kaiwen Wei, Xian Sun, Hongfeng Yu, Fanglong Yao, Li Jin, Zhi Guo, Guangluan Xu:
Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos. 6959-6969 - Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua:
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. 6970-6984 - Yang Li
Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection. 6985-6995 - Peiyuan Zhang, Wei Lu:
Better Few-Shot Relation Extraction with Label Prompt Dropout. 6996-7006 - Nayeon Kim, Jun-Hyung Park, Joon-Young Choi, Eojin Jeon, Youjin Kang
Break it Down into BTS: Basic, Tiniest Subword Units for Korean. 7007-7024 - Zhen Qin, Xiaodong Han, Weixuan Sun, Dongxu Li, Lingpeng Kong, Nick Barnes, Yiran Zhong:
The Devil in Linear Transformer. 7025-7041 - Ping Yang, Junjie Wang, Ruyi Gan, Xinyu Zhu, Lin Zhang, Ziwei Wu, Xinyu Gao, Jiaxing Zhang, Tetsuya Sakai:
Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective. 7042-7055 - Sunzhu Li, Peng Zhang, Guobing Gan, Xiuqing Lv, Benyou Wang, Victor Junqiu Wei, Xin Jiang:
Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation. 7056-7068 - Chen Liu, Gregor Geigle, Robin Krebs, Iryna Gurevych:
FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes. 7069-7086 - Wei Tang
UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction. 7087-7099 - Subhajit Chaudhury, Sarathkrishna Swaminathan, R. Chulaka Gunasekara, Maxwell Crouse, Srinivas Ravishankar, Daiki Kimura, Keerthiram Murugesan, Ramón Fernandez Astudillo, Tahira Naseem, Pavan Kapanipathi, Alexander Gray:
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization. 7100-7110 - Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng:
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation. 7111-7122 - Toru Nishino, Yasuhide Miura, Tomoki Taniguchi, Tomoko Ohkuma, Yuki Suzuki, Shoji Kido, Noriyuki Tomiyama:
Factual Accuracy is not Enough: Planning Consistent Description Order for Radiology Report Generation. 7123-7138 - Tuhin Chakrabarty, Arkadiy Saakyan, Debanjan Ghosh, Smaranda Muresan:
FLUTE: Figurative Language Understanding through Textual Explanations. 7139-7159 - Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Sujian Li, Yajuan Lyu:
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation. 7160-7176 - Tengxiao Liu, Qipeng Guo, Xiangkun Hu, Yue Zhang, Xipeng Qiu, Zheng Zhang:
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees. 7177-7189 - Saneem A. Chemmengath, Amar Prakash Azad, Ronny Luss, Amit Dhurandhar:
Let the CAT out of the bag: Contrastive Attributed explanations for Text. 7190-7206 - Sarawoot Kongyoung, Craig Macdonald, Iadh Ounis:
monoQA: Multi-Task Learning of Reranking and Answer Extraction for Open-Retrieval Conversational Question Answering. 7207-7218 - Yan Song:
Composing Ci with Reinforced Non-autoregressive Text Generation. 7219-7229 - Yuwei Xia, Mengqi Zhang, Qiang Liu, Shu Wu, Xiaoyu Zhang:
MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning. 7230-7240 - Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, He Chen, Guohai Xu, Zheng Cao
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. 7241-7259 - Xin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang, Huang He, Shuqi Sun, Hua Wu:
Q-TOD: A Query-driven Task-oriented Dialogue System. 7260-7271 - Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang:
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings. 7272-7282 - Binbin Xie
WR-One2Set: Towards Well-Calibrated Keyphrase Generation. 7283-7293 - Saliha Muradoglu, Mans Hulden:
Eeny, meeny, miny, moe. How to choose data for morphological inflection. 7294-7303 - Xin Mei, Libin Yang, Xiaoyan Cai, Zuowei Jiang:
An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs. 7304-7316 - Yutao Mou, Pei Wang, Keqing He, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu:
UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning. 7317-7325 - Edison Marrese-Taylor, Yumi Hamazono, Tatsuya Ishigaki, Goran Topic, Yusuke Miyao, Ichiro Kobayashi, Hiroya Takamura:
Open-domain Video Commentary Generation. 7326-7339 - Manuel Senge, Timour Igamberdiev
One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks. 7340-7353 - Xiao Liu, Yansong Feng, Jizhi Tang, Chengang Hu, Dongyan Zhao:
Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario. 7354-7370 - Junho Kim, Jun-Hyung Park, Mingyu Lee
Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network. 7371-7382 - Mikel Artetxe, Itziar Aldabe, Rodrigo Agerri, Olatz Perez-de-Viñaspre, Aitor Soroa:
Does Corpus Quality Really Matter for Low-Resource Languages? 7383-7390 - Joan Plepi, Béla Neuendorf, Lucie Flek, Charles Welch:
Unifying Data Perspectivism and Personalization: An Application to Social Norms. 7391-7402 - Alexis Ross, Matthew E. Peters, Ana Marasovic:
Does Self-Rationalization Improve Robustness to Spurious Correlations? 7403-7416 - Mingyu Lee
Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking. 7417-7427 - Olga Pelloni, Anastassia Shaitarova, Tanja Samardzic
Subword Evenness (SuE) as a Predictor of Cross-lingual Transfer to Low-resource Languages. 7428-7445 - Wenbiao Li, Ziyang Wang, Yunfang Wu:
A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced Loss. 7446-7457 - Zhihao Du, Shiliang Zhang, Siqi Zheng, Zhi-Jie Yan:
Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis. 7458-7469 - Panayot Panayotov, Utsav Shukla, Husrev Taha Sencar, Mohamed Nabeel, Preslav Nakov:
GREENER: Graph Neural Networks for News Media Profiling. 7470-7480 - Haohai Sun, Shangyi Geng, Jialun Zhong, Han Hu, Kun He:
Graph Hawkes Transformer for Extrapolated Reasoning on Temporal Knowledge Graphs. 7481-7493 - Yongwei Zhou, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao:
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation. 7494-7507 - Mozes van de Kar, Mengzhou Xia, Danqi Chen, Mikel Artetxe:
Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models. 7508-7520 - Bingbing Wang, Bin Liang, Jiachen Du, Min Yang, Ruifeng Xu:
SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis. 7521-7531 - Miquel Esplà-Gomis, Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz
Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation. 7532-7543 - Ivan Vulic, Iñigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen, Pawel Budzianowski:
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. 7544-7559 - Negar Foroutan, Mohammadreza Banaei, Rémi Lebret, Antoine Bosselut
Discovering Language-neutral Sub-networks in Multilingual Language Models. 7560-7575 - Zhuoyi Yang, Ming Ding, Yanhui Guo, Qingsong Lv, Jie Tang:
Parameter-Efficient Tuning Makes a Good Classification Head. 7576-7586 - Tingting Wu, Xiao Ding, Minji Tang, Hao Zhang, Bing Qin, Ting Liu:
STGN: an Implicit Regularization Method for Learning with Noisy Labels in Natural Language Processing. 7587-7598 - Hongkuan Zhang, Saku Sugawara, Akiko Aizawa, Lei Zhou, Ryohei Sasano, Koichi Takeda:
Cross-Modal Similarity-Based Curriculum Learning for Image Captioning. 7599-7606 - Johannes Mario Meissner, Saku Sugawara, Akiko Aizawa:
Debiasing Masks: A New Framework for Shortcut Mitigation in NLU. 7607-7613 - Panzhong Lu, Xin Zhang, Meishan Zhang, Min Zhang:
Extending Phrase Grounding with Pronouns in Visual Dialogues. 7614-7625 - Dennis Aumiller, Ashish Chouhan, Michael Gertz:
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain. 7626-7639 - Tianduo Wang, Wei Lu:
Differentiable Data Augmentation for Contrastive Sentence Representation Learning. 7640-7653 - Jiarui Wang, Richong Zhang, Junfan Chen, Jaein Kim, Yongyi Mao:
Text Style Transferring via Adversarial Masking and Styled Filling. 7654-7663 - Aiwei Liu, Honghai Yu, Xuming Hu, Shu'ang Li, Li Lin, Fukun Ma, Yawen Yang, Lijie Wen:
Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution. 7664-7676 - Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu, Yueting Zhuang:
Query-based Instance Discrimination Network for Relational Triple Extraction. 7677-7690 - Yuling Li, Kui Yu, Xiaoling Huang, Yuhong Zhang:
Learning Inter-Entity-Interaction for Few-Shot Knowledge Graph Completion. 7691-7700 - Megha Sundriyal, Atharva Kulkarni, Vaibhav Pulastya, Md. Shad Akhtar, Tanmoy Chakraborty:
Empowering the Fact-checkers! Automatic Identification of Claim Spans on Twitter. 7701-7715 - Jiaan Wang, Fandong Meng, Ziyao Lu, Duo Zheng, Zhixu Li, Jianfeng Qu, Jie Zhou:
ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization. 7716-7729 - Max Müller-Eberstein
Spectral Probing. 7730-7741 - Ayal Klein, Eran Hirsch, Ron Eliav, Valentina Pyatkin, Avi Caciularu, Ido Dagan:
QASem Parsing: Text-to-text Modeling of QA-based Semantics. 7742-7756 - Guangzhen Zhao, Guoshun Yin, Peng Yang, Yu Yao:
Keyphrase Generation via Soft and Hard Semantic Corrections. 7757-7768 - Minjoon Jung, Seongho Choi, Joochan Kim, Jin-Hwa Kim, Byoung-Tak Zhang:
Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval. 7769-7781 - Hongyu Zhu, Yan Chen, Jing Yan, Jing Liu, Yu Hong, Ying Chen, Hua Wu, Haifeng Wang:
DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models. 7782-7794 - Gabriele Sarti
DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages. 7795-7816 - Marius Hessenthaler, Emma Strubell, Dirk Hovy, Anne Lauscher:
Bridging Fairness and Environmental Sustainability in Natural Language Processing. 7817-7836 - Guimin Hu, Ting-En Lin, Yi Zhao, Guangming Lu, Yuchuan Wu, Yongbin Li:
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition. 7837-7851 - Xiaohan Zhang, Shaonan Wang, Nan Lin, Chengqing Zong:
Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English. 7852-7861 - Huiyin Xue, Nikolaos Aletras:
HashFormers: Towards Vocabulary-independent Pre-trained Transformers. 7862-7874 - Jiaxin Wang, Lingling Zhang, Jun Liu, Xi Liang, Yujie Zhong, Yaqiang Wu:
MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering. 7875-7888 - Mengting Hu, Yike Wu, Hang Gao, Yinhao Bai, Shiwan Zhao:
Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation. 7889-7900 - Anne Lauscher, Federico Bianchi, Samuel R. Bowman, Dirk Hovy:
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics. 7901-7918 - Ahmet Üstün, Asa Cooper Stickland:
When does Parameter-Efficient Transfer Learning Work for Machine Translation? 7919-7933 - Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord, Sebastian Ruder:
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer. 7934-7949 - Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang:
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems. 7950-7966 - Mengxiao Song, Bowen Yu, Quangang Li, Yubin Wang, Tingwen Liu, Hongbo Xu:
Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence. 7967-7977 - Mario Giulianelli:
Towards Pragmatic Production Strategies for Natural Language Generation Tasks. 7978-7984 - Dongsheng Chen, Chaofan Tao, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu:
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling. 7985-7997 - Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni:
Communication breakdown: On the low mutual intelligibility between human and neural captioning. 7998-8007 - Youngwon Lee, Changmin Lee, Hojin Lee, Seung-won Hwang:
Normalizing Mutual Information for Robust Adaptive Training for Translation. 8008-8015 - Jitao Xu, Josep Maria Crego, François Yvon:
Bilingual Synchronization: Restoring Translational Relationships with Editing Operations. 8016-8030 - Helena Bonaldi, Sara Dellantonio, Serra Sinem Tekiroglu, Marco Guerini:
Human-Machine Collaboration Approaches to Build a Dialogue Dataset for Hate Speech Countering. 8031-8049 - Xiaobo Liang, Lijun Wu, Juntao Li, Min Zhang:
JANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation. 8050-8060 - Jialin Wu, Raymond J. Mooney:
Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering. 8061-8072 - Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang:
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? 8073-8092 - Federico Bianchi, Stefanie Anja Hills, Patrícia G. C. Rossini, Dirk Hovy, Rebekah Tromble, Nava Tintarev:
"It's Not Just Hate": A Multi-Dimensional Perspective on Detecting Harmful Speech Online. 8093-8099 - Erguang Yang, Mingtong Liu, Deyi Xiong, Yujie Zhang, Yufeng Chen, Jinan Xu:
Long Text Generation with Topic-aware Discrete Latent Variable Model. 8100-8107 - Yiheng Shu, Zhiwei Yu, Yuhan Li, Börje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin:
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base. 8108-8121 - Bin Wang, Jiangzhou Ju, Yang Fan, Xinyu Dai, Shujian Huang, Jiajun Chen:
Structure-Unified M-Tree Coding Solver for Math Word Problem. 8122-8132 - Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang:
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information. 8133-8149 - Yiming Chen, Yan Zhang, Bin Wang, Zuozhu Liu, Haizhou Li:
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework. 8150-8161 - Hanwei Xu, Yujun Chen, Yulun Du, Nan Shao, Yanggang Wang, Haiyu Li, Zhilin Yang:
GPS: Genetic Prompt Search for Efficient Few-Shot Learning. 8162-8171 - Tariq Alhindi, Tuhin Chakrabarty, Elena Musi
Multitask Instruction-based Prompting for Fallacy Recognition. 8172-8187 - Shaoning Xiao, Long Chen, Kaifeng Gao, Zhao Wang, Yi Yang, Zhimeng Zhang, Jun Xiao:
Rethinking Multi-Modal Alignment in Multi-Choice VideoQA from Feature and Sample Perspectives. 8188-8198 - Miao Chen, Xinjiang Lu, Tong Xu, Yanyan Li, Jingbo Zhou, Dejing Dou, Hui Xiong:
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach. 8199-8210 - Bailin Wang, Ivan Titov, Jacob Andreas, Yoon Kim:
Hierarchical Phrase-Based Sequence-to-Sequence Learning. 8211-8229 - Zayne Sprague, Kaj Bostrom, Swarat Chaudhuri, Greg Durrett:
Natural Language Deduction with Incomplete Information. 8230-8258 - Hong Chen, Rujun Han, Te-Lin Wu, Hideki Nakayama, Nanyun Peng:
Character-centric Story Visualization via Visual Planning and Token Alignment. 8259-8272 - Ivan Stelmakh, Yi Luan, Bhuwan Dhingra, Ming-Wei Chang:
ASQA: Factoid Questions Meet Long-Form Answers. 8273-8288 - Anej Svete, Benjamin Dayan, Ryan Cotterell, Tim Vieira, Jason Eisner:
Algorithms for Acyclic Weighted Finite-State Automata with Failure Arcs. 8289-8305 - Liang Zhang, Jinsong Su, Yidong Chen, Zhongjian Miao, Zijun Min, Qingguo Hu, Xiaodong Shi:
Towards Better Document-level Relation Extraction via Iterative Inference. 8306-8317 - Zhiheng Xi, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
Efficient Adversarial Training with Robust Early-Bird Tickets. 8318-8331 - Fatemehsadat Mireshghallah, Kartik Goyal, Archit Uniyal, Taylor Berg-Kirkpatrick
Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks. 8332-8347 - Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier:
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages. 8348-8359 - Xin Zhou, Jinzhu Lu, Tao Gui, Ruotian Ma, Zichu Fei, Yuran Wang, Yong Ding, Yibo Cheung, Qi Zhang, Xuanjing Huang:
TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion. 8360-8371 - Shi Feng, Jordan L. Boyd-Graber:
Learning to Explain Selectively: A Case Study on Question Answering. 8372-8382 - Zhaocong Li, Xuebo Liu, Derek F. Wong, Lidia S. Chao, Min Zhang:
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation. 8383-8394 - Pantea Haghighatkhah, Antske Fokkens, Pia Sommerauer, Bettina Speckmann, Kevin Verbeek:
Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection. 8395-8416 - Chenguang Wang, Xiao Liu, Dawn Song:
IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models. 8417-8437 - Ran Zhou, Xin Li, Lidong Bing, Erik Cambria, Luo Si, Chunyan Miao:
ConNER: Consistency Training for Cross-lingual Named Entity Recognition. 8438-8449 - Minghui Xie, Chuzhan Hao, Peng Zhang:
A Sequential Flow Control Framework for Multi-hop Knowledge Base Question Answering. 8450-8460 - Chuzhan Hao, Minghui Xie, Peng Zhang:
ACENet: Attention Guided Commonsense Reasoning on Hybrid Knowledge Graph. 8461-8471 - Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng, Sharifah Mahani Aljunied:
Revisiting DocRED - Addressing the False Negative Problem in Relation Extraction. 8472-8487 - Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen:
Towards Summary Candidates Fusion. 8488-8504 - Yuting Zhao, Ioan Calapodescu:
Multimodal Robustness for Neural Machine Translation. 8505-8516 - Yizhi Li, Wei Fan, Chao Liu, Chenghua Lin, Jiang Qian:
TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction. 8517-8528 - Jingcheng Deng, Hengwei Dai, Xuewei Guo, Yuanchen Ju, Wei Peng:
IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection. 8529-8541 - Yaxin Zhu, Hamed Zamani:
Predicting Prerequisite Relations for Unseen Concepts. 8542-8548 - Keqin Chen, Richong Zhang, Samuel Mensah, Yongyi Mao:
Contrastive Learning with Expectation-Maximization for Weakly Supervised Phrase Grounding. 8549-8559 - Yu Fei, Zhao Meng, Ping Nie, Roger Wattenhofer, Mrinmaya Sachan:
Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations. 8560-8579 - Beatrice Portelli, Simone Scaboro, Enrico Santus, Hooman Sedghamiz, Emmanuele Chersoni, Giuseppe Serra:
Generalizing over Long Tail Concepts for Medical Term Normalization. 8580-8591 - Jiayu Song, Iman Munire Bilal, Adam Tsakalidis, Rob Procter, Maria Liakata
Unsupervised Opinion Summarisation in the Wasserstein Space. 8592-8607 - Colin Leong, Joshua Nemecek, Jacob Mansdorfer, Anna Filighera, Abraham Owodunni, Daniel Whitenack
Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks. 8608-8621 - Chrysoula Zerva, Taisiya Glushkova
Disentangling Uncertainty in Machine Translation Evaluation. 8622-8641 - Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen:
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing. 8642-8658 - Nora Kassner, Fabio Petroni, Mikhail Plekhanov, Sebastian Riedel, Nicola Cancedda:
EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing. 8659-8673 - Sai Vallurupalli, Sayontan Ghosh, Katrin Erk
POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events. 8674-8697 - Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà:
Measuring the Mixing of Contextual Information in the Transformer. 8698-8714 - Angel Daza, Antske Fokkens, Tomaz Erjavec:
Dealing with Abbreviations in the Slovenian Biographical Lexicon. 8715-8720 - Odunayo Ogundepo, Xinyu Zhang, Shuo Sun, Kevin Duh, Jimmy Lin:
AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages. 8721-8728 - Abhilasha Ravichander, Matt Gardner, Ana Marasovic:
CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation. 8729-8755 - Javier Ferrando, Gerard I. Gállego, Belen Alastruey, Carlos Escolano, Marta R. Costa-jussà:
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer. 8756-8769 - Youssef Mohamed, Mohamed Abdelfattah, Shyma Alhuwaider, Feifan Li, Xiangliang Zhang, Kenneth Church, Mohamed Elhoseiny:
ArtELingo: A Million Emotion Annotations of WikiArt with Emphasis on Diversity over Language and Culture. 8770-8785 - Leonard Adolphs, Michelle Chen Huebscher, Christian Buck, Sertan Girgin, Olivier Bachem, Massimiliano Ciaramita, Thomas Hofmann:
Decoding a Neural Retriever's Latent Space for Query Suggestion. 8786-8804 - Anubhav Jangra, Preksha Nema, Aravindan Raghuveer:
T-STAR: Truthful Style Transfer using AMR Graph as Intermediate Representation. 8805-8825 - Ting Jiang, Jian Jiao, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang
PromptBERT: Improving BERT Sentence Embeddings with Prompts. 8826-8837 - Rishabh Jain, Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Davide Buffelli
Extending Logic Explained Networks to Text Classification. 8838-8857 - Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Yingbo Zhou:
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database. 8858-8869 - Zhoujin Tian, Chaozhuo Li, Shuo Ren, Zhiqiang Zuo, Zengxuan Wen, Xinyue Hu, Xiao Han, Haizhen Huang
RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction. 8870-8883 - Afra Amini, Ryan Cotterell:
On Parsing as Tagging. 8884-8900 - Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei:
Distilled Dual-Encoder Model for Vision-Language Understanding. 8901-8913 - Zaiqian Chen, Daniel Verdi do Amarante
Argument Mining for Review Helpfulness Prediction. 8914-8922 - Mobashir Sadat, Cornelia Caragea:
Hierarchical Multi-Label Classification of Scientific Documents. 8923-8937 - Jiacheng Liu, Skyler Hallinan, Ximing Lu, Pengfei He, Sean Welleck, Hannaneh Hajishirzi, Yejin Choi:
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering. 8938-8958 - Katharina Kann, Shiran Dudy, Arya D. McCarthy:
A Major Obstacle for NLP Research: Let's Talk about Time Allocation! 8959-8969 - Anvesh Rao Vijjini, Faeze Brahman, Snigdha Chaturvedi:
Towards Inter-character Relationship-driven Story Generation. 8970-8987 - Tim Baumgärtner, Leonardo F. R. Ribeiro, Nils Reimers, Iryna Gurevych:
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking. 8988-9005 - Yilun Zhao, Linyong Nan, Zhenting Qi, Rui Zhang, Dragomir Radev:
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples. 9006-9018 - Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona T. Diab, Veselin Stoyanov, Xian Li:
Few-shot Learning with Multilingual Generative Language Models. 9019-9052 - Emmy Liu, Graham Neubig:
Are representations built from the ground up? An empirical examination of local composition in language models. 9053-9073 - Derek Chong
Detecting Label Errors by Using Pre-Trained Language Models. 9074-9091 - Kelechi Ogueji, Orevaoghene Ahia, Gbemileke Onilude, Sebastian Gehrmann, Sara Hooker, Julia Kreutzer:
Intriguing Properties of Compression on Multilingual Models. 9092-9110 - Logan Born, M. Willis Monroe
Sequence Models for Document Structure Identification in an Undeciphered Script. 9111-9121 - Yau-Shian Wang, Ashley Wu, Graham Neubig:
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings. 9122-9133 - Yiming Zhang, Shi Feng, Chenhao Tan:
Active Example Selection for In-Context Learning. 9134-9148 - Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong:
Improving Factual Consistency in Summarization with Compression-Based Post-Editing. 9149-9156 - Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova:
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing. 9157-9179 - Eric Michael Smith, Melissa Hall, Melanie Kambadur, Eleonora Presani, Adina Williams:
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset. 9180-9211 - Zhecan Wang, Haoxuan You, Yicheng He, Wenhao Li, Kai-Wei Chang, Shih-Fu Chang:
Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense. 9212-9224 - Nianzu Ma, Sahisnu Mazumder, Alexander Politowicz, Bing Liu, Eric Robertson, Scott Grigsby:
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities. 9225-9252 - Chenhao Wang
CN-AutoMIC: Distilling Chinese Commonsense Knowledge from Pretrained Language Models. 9253-9265 - Mahshid Hosseini, Cornelia Caragea:
Calibrating Student Models for Emotion-related Tasks. 9266-9278 - Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant:
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation. 9279-9300 - Yao Dou, Chao Jiang, Wei Xu
Improving Large-scale Paraphrase Acquisition and Generation. 9301-9323 - Byung-Doh Oh, William Schuler:
Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal. 9324-9334 - Mohammad Ali, Naeemul Hassan:
A Survey of Computational Framing Analysis Approaches. 9335-9348 - Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen
Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations. 9349-9360 - So Yeon Min, Hao Zhu, Ruslan Salakhutdinov, Yonatan Bisk:
Don't Copy the Teacher: Data and Model Challenges in Embodied Dialogue. 9361-9368 - Arjun R. Akula, Spandana Gella, Aishwarya Padmakumar, Mahdi Namazifar, Mohit Bansal, Jesse Thomason, Dilek Hakkani-Tur:
ALFRED-L: Investigating the Role of Language for Action Learning in Interactive Visual Environments. 9369-9378 - Chris Callison-Burch, Gaurav Singh Tomar, Lara J. Martin
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence. 9379-9393 - Young Min Cho, Li Zhang, Chris Callison-Burch:
Unsupervised Entity Linking with Guided Summarization and Multiple-Choice Selection. 9394-9401 - Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang:
Weakly-Supervised Temporal Article Grounding. 9402-9413 - Zhe Dong, Jianmo Ni, Dan Bikel, Enrique Alfonseca, Yuan Wang, Chen Qu, Imed Zitouni:
Exploring Dual Encoder Architectures for Question Answering. 9414-9419 - Chao Jiang, Wei Xu
arXivEdits: Understanding the Human Revision Process in Scientific Writing. 9420-9435 - Hongli Zhan, Tiberiu Sosea, Cornelia Caragea, Junyi Jessy Li:
Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts. 9436-9453 - Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang:
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association. 9454-9464 - Bhavana Dalvi Mishra, Oyvind Tafjord, Peter Clark:
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement. 9465-9480 - Matteo Gabburo
Knowledge Transfer from Answer Ranking to Answer Generation. 9481-9495 - Rebecca Qian, Candace Ross, Jude Fernandes, Eric Michael Smith, Douwe Kiela, Adina Williams:
Perturbation Augmentation for Fairer NLP. 9496-9521 - Yukun Feng, Patrick Xia, Benjamin Van Durme, João Sedoc:
Automatic Document Selection for Efficient Encoder Pretraining. 9522-9530 - Adam Uri Yaari, Jan DeWitt, Henry Hu, Bennett Stankovits, Sue Felshin, Yevgeni Berzak, Helena Aparicio, Boris Katz, Ignacio Cases, Andrei Barbu:
The Aligned Multimodal Movie Treebank: An audio, video, dependency-parse treebank. 9531-9539 - Marzena Karpinska, Nishant Raj, Katherine Thai, Yixiao Song, Ankita Gupta, Mohit Iyyer:
DEMETR: Diagnosing Evaluation Metrics for Translation. 9540-9561 - Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun:
Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering. 9562-9581 - Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem:
Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention. 9582-9602 - Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen
MEE: A Novel Multilingual Event Extraction Dataset. 9603-9613 - Soumya Sanyal, Zeyi Liao, Xiang Ren:
RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners. 9614-9631 - David Wan, Mohit Bansal:
Evaluating and Improving Factuality in Multimodal Abstractive Summarization. 9632-9648 - Melanie Sclar, Peter West, Sachin Kumar, Yulia Tsvetkov, Yejin Choi:
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation. 9649-9668 - Alexandra Butoi, Brian DuSell, Tim Vieira, Ryan Cotterell, David Chiang:
Algorithms for Weighted Pushdown Automata. 9669-9680 - Jacqueline He, Mengzhou Xia, Christiane Fellbaum, Danqi Chen:
MABEL: Attenuating Gender Bias using Textual Entailment Data. 9681-9702 - Kyle Richardson, Ronen Tamari, Oren Sultan, Dafna Shahaf, Reut Tsarfaty, Ashish Sabharwal:
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs. 9703-9719 - Changyuan Qiu, Winston Wu
Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis. 9720-9736 - Dheeraj Mekala, Tu Vu, Timo Schick, Jingbo Shang:
Leveraging QA Datasets to Improve Generative Data Augmentation. 9737-9750 - Kevin Clark, Kelvin Guu, Ming-Wei Chang, Panupong Pasupat, Geoffrey E. Hinton, Mohammad Norouzi:
Meta-Learning Fast Weight Language Models. 9751-9757 - Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber:
CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations. 9758-9767 - Meng Cao, Yue Dong
Learning with Rejection for Abstractive Text Summarization. 9768-9780 - Dongkyu Lee, Ka Chun Cheung, Nevin L. Zhang:
Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation. 9781-9792 - Dongkyu Lee, Zhiliang Tian, Yingxiu Zhao, Ka Chun Cheung, Nevin Lianwen Zhang:
Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model. 9793-9803 - Nitish Joshi, Xiang Pan, He He:
Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens. 9804-9817 - Vidhisha Balachandran, Hannaneh Hajishirzi, William W. Cohen, Yulia Tsvetkov:
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling. 9818-9830 - Pritom Saha Akash, Jie Huang, Kevin Chen-Chuan Chang:
Coordinated Topic Modeling. 9831-9843 - Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang:
Large Dual Encoders Are Generalizable Retrievers. 9844-9855 - Maitreya Patel, Tejas Gokhale, Chitta Baral, Yezhou Yang:
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering. 9856-9870 - Fengqi Wang, Fei Li, Hao Fei, Jingye Li, Shengqiong Wu, Fangfang Su, Wenxuan Shi, Donghong Ji, Bo Cai:
Entity-centered Cross-document Relation Extraction. 9871-9881 - Katherine Thai, Marzena Karpinska, Kalpesh Krishna, Bill Ray, Moira Inghilleri, John Wieting, Mohit Iyyer:
Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World Literature. 9882-9902 - Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Xianglin Zuo, Daxin Jiang:
Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding. 9903-9918 - Jinlan Fu, See-Kiong Ng, Pengfei Liu:
Polyglot Prompt: Multilingual Multitask Prompt Training. 9919-9935 - Prajwal Gatti, Anand Mishra, Manish Gupta, Mithun Das Gupta:
VisToT: Vision-Augmented Table-to-Text Generation. 9936-9949 - Xinliang Frederick Zhang, Nick Beauchamp, Lu Wang:
Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation. 9950-9969 - Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu:
Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media. 9970-9985 - Zae Myung Kim, Wanyu Du, Vipul Raheja, Dhruv Kumar, Dongyeop Kang:
Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks. 9986-9999 - Zeqiu Wu, Yi Luan, Hannah Rashkin, David Reitter, Hannaneh Hajishirzi, Mari Ostendorf, Gaurav Singh Tomar:
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning. 10000-10014 - Jiyoung Lee, Hantae Kim, Hyunchang Cho, Edward Choi, Cheonbok Park:
Specializing Multi-domain NMT via Penalizing Low Mutual Information. 10015-10026 - Lida Shi, Fausto Giunchiglia, Rui Song, Daqian Shi, Tongtong Liu, Xiaolei Diao, Hao Xu:
A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction. 10027-10039 - Yuanyuan Lei, Ruihong Huang, Lu Wang, Nick Beauchamp:
Sentence-level Media Bias Analysis Informed by Discourse Structures. 10040-10050 - Xueliang Zhao, Lemao Liu, Tingchen Fu, Shuming Shi, Dongyan Zhao, Rui Yan:
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure. 10051-10063 - Changlong Yu, Tianyi Xiao, Lingpeng Kong, Yangqiu Song, Wilfred Ng:
An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks. 10064-10070 - Guangtao Zeng, Wei Lu:
Unsupervised Non-transferable Text Classification. 10071-10084 - Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Zhen Hai, Lidong Bing:
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction. 10085-10096 - Junpeng Liu
Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation. 10097-10113 - Yew Ken Chia, Lidong Bing, Sharifah Mahani Aljunied, Luo Si, Soujanya Poria:
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach. 10114-10133 - Zhe Yang, Qingkai Fang, Yang Feng:
Low-resource Neural Machine Translation with Cross-modal Alignment. 10134-10146 - Chen Jia, Yue Zhang:
Prompt-based Distribution Alignment for Domain Generalization in Text Classification. 10147-10157 - Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. 10158-10166 - Haopeng Zhang, Xiao Liu, Jiawei Zhang:
HEGEL: Hypergraph Transformer for Long Document Summarization. 10167-10176 - Zixuan Ke, Yijia Shao, Haowei Lin, Hu Xu, Lei Shu, Bing Liu:
Adapting a Language Model While Preserving its General Knowledge. 10177-10188 - Raymond Li, Wen Xiao, Linzi Xing, Lanjun Wang, Gabriel Murray, Giuseppe Carenini:
Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation. 10189-10204 - Zixuan Ke, Haowei Lin, Yijia Shao, Hu Xu, Lei Shu, Bing Liu:
Continual Training of Language Models for Few-Shot Learning. 10205-10216 - Patrick Y. Wu, Richard Bonneau, Joshua A. Tucker, Jonathan Nagler:
Dictionary-Assisted Supervised Contrastive Learning. 10217-10235 - Huanru Henry Mao:
Fine-Tuning Pre-trained Transformers into Decaying Fast Weights. 10236-10242 - Srijan Bansal, Suraj Tripathi, Sumit Agarwal, Teruko Mitamura, Eric Nyberg:
PRO-CS : An Instance-Based Prompt Composition Technique for Code-Switched Tasks. 10243-10255 - Chenhui Shen, Liying Cheng, Lidong Bing, Yang You, Luo Si:
SentBS: Sentence-level Beam Search for Controllable Summarization. 10256-10265 - Kaifa Zhao, Le Yu, Shiyao Zhou, Jing Li, Xiapu Luo, Yat Fei Aemon Chiu
A Fine-grained Chinese Software Privacy Policy Dataset for Sequence Labeling and Regulation Compliant Identification. 10266-10277 - Sungdong Kim, Gangwoo Kim:
Saving Dense Retriever from Shortcut Dependency in Conversational Search. 10278-10287 - Giwon Hong, Jeonghwan Kim, Junmo Kang, Sung-Hyon Myaeng:
Graph-Induced Transformers for Efficient Multi-Hop Question Answering. 10288-10294 - Prajjwal Bhargava, Vincent Ng:
DiscoSense: Commonsense Reasoning with Discourse Connectives. 10295-10310 - Shengda Fan, Shasha Mo, Jianwei Niu:
Boosting Document-Level Relation Extraction by Mining and Injecting Logical Rules. 10311-10323 - Zhe Hu, Hou Pong Chan, Lifu Huang:
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective. 10324-10334 - Zhuang Li, Lizhen Qu, Qiongkai Xu
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation. 10335-10356 - Abhinav Joshi, Ashwani Bhat, Pradeep S, Priya Gole, Shashwat Gupta, Shreyansh Agarwal, Ashutosh Modi:
CISLR: Corpus for Indian Sign Language Recognition. 10357-10366 - Kai Shen, Yichong Leng, Xu Tan, Siliang Tang, Yuan Zhang, Wenjie Liu, Edward Lin:
Mask the Correct Tokens: An Embarrassingly Simple Approach for Error Correction. 10367-10380 - S. K. Hong, Tae Young Jang:
AMAL: Meta Knowledge-Driven Few-Shot Adapter Learning. 10381-10389 - Sidharth Ranjan, Marten van Schijndel
Discourse Context Predictability Effects in Hindi Word Order. 10390-10406 - Keshav Kolluru, Gabriel Stanovsky, Mausam:
"Covid vaccine is against Covid but Oxford vaccine is made at Oxford!" Semantic Interpretation of Proper Noun Compounds. 10407-10420 - Tatsuki Kuribayashi, Yohei Oseki, Ana Brassard, Kentaro Inui:
Context Limitations Make Neural Language Models More Human-Like. 10421-10436 - Jianzhu Bao
A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism. 10437-10449 - Pei Zhou, Hyundong Cho, Pegah Jandaghi, Dong-Ho Lee, Bill Yuchen Lin, Jay Pujara, Xiang Ren:
Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality. 10450-10468 - Jianqiao Zhao, Yanyang Li, Wanyu Du, Yangfeng Ji, Dong Yu, Michael R. Lyu, Liwei Wang:
FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows. 10469-10483 - Suvir Mirchandani, Licheng Yu, Mengjiao Wang, Animesh Sinha, Wenwen Jiang, Tao Xiang, Ning Zhang:
FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning. 10484-10497 - Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria:
MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences. 10498-10511 - Hyeongdon Moon, Yoonseok Yang, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Jamin Shin, Minsam Kim, Seungtaek Choi:
Evaluating the Knowledge Dependency of Questions. 10512-10526 - Yu Zhao, Xiangrui Cai, Yike Wu, Haiwei Zhang, Ying Zhang, Guoqing Zhao, Ning Jiang:
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion. 10527-10536 - Kaiyu Huang, Peng Li, Jin Ma, Yang Liu:
Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation. 10537-10550 - Yanyang Li, Jianqiao Zhao, Michael R. Lyu, Liwei Wang:
Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation. 10551-10564 - Anmol Goel
An Unsupervised, Geometric and Syntax-aware Quantification of Polysemy. 10565-10574 - Kailai Sun, Zuchao Li, Hai Zhao:
Reorder and then Parse, Fast and Accurate Discontinuous Constituency Parsing. 10575-10588 - Tomas Goldsack
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature. 10589-10604 - Sara Rajaee, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar:
Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference. 10605-10616 - Mohammad Akbar-Tajari, Sara Rajaee, Mohammad Taher Pilehvar:
An Empirical Study on the Transferability of Transformer Modules in Parameter-efficient Fine-tuning. 10617-10625 - George Zerveas, Navid Rekabsaz, Daniel Cohen, Carsten Eickhoff:
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking. 10626-10644 - Zhi Chen, Bei Chen, Lu Chen, Kai Yu, Jian-Guang Lou:
AdapterShare: Task Correlation Modeling with Adapter Differentiation. 10645-10651 - Chang Liu, Chongyang Tao, Jianxin Liang, Tao Shen
Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook. 10652-10658 - Tianhao Shen
Recovering Gold from Black Sand: Multilingual Dense Passage Retrieval with Hard and False Negative Samples. 10659-10670 - Barbara Plank:
The "Problem" of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation. 10671-10682 - Priyesh Jain, Sunita Sarawagi, Tushar Tomar:
Quality Scoring of Source Words in Neural Translation Models. 10683-10691 - Nyoungwoo Lee, ChaeHun Park, Ho-Jin Choi, Jaegul Choo:
Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task. 10692-10703 - Wanqiu Long, Bonnie Webber:
Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations. 10704-10716 - Kaixin Zheng, Yaqing Wang, Quanming Yao, Dejing Dou:
Simplified Graph Learning for Inductive Short Text Classification. 10717-10724 - Fabian David Schmidt, Ivan Vulic, Goran Glavas:
Don't Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models. 10725-10742 - Hojae Han, Seung-won Hwang, Shuai Lu, Nan Duan, Seungtaek Choi:
Towards Compositional Generalization in Code Search. 10743-10750 - Tongtong Wu, Guitao Wang, Jinming Zhao, Zhaoran Liu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari:
Towards relation extraction from speech. 10751-10762 - Dinesh Raghu, Suraj Joshi, Sachindra Joshi, Mausam:
Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation. 10763-10774 - Fabian David Schmidt, Ivan Vulic, Goran Glavas:
SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition. 10775-10785 - Tao Ge, Si-Qing Chen, Furu Wei:
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation. 10786-10798 - Chi Chen, Peng Li, Maosong Sun, Yang Liu:
End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching. 10799-10810 - Guy Aglionby, Simone Teufel:
Faithful Knowledge Graph Explanations in Commonsense Question Answering. 10811-10817 - Younghoon Jeong, Juhyun Oh, Jongwon Lee, Jaimeen Ahn, Jihyung Moon, Sungjoon Park, Alice Oh:
KOLD: Korean Offensive Language Dataset. 10818-10833 - Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie:
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention. 10834-10858 - Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, Hinrich Schütze:
The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative. 10859-10882 - Zichu Fei, Qi Zhang, Xin Zhou, Tao Gui, Xuanjing Huang:
ProofInfer: Generating Proof via Iterative Hierarchical Inference. 10883-10892 - Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee, Soumya Sharma, Manjunath Hegde, Afreen Shaikh, Shivani Shrivastava, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal:
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts. 10893-10906 - Xuefeng Bai, Sen Yang, Leyang Cui, Linfeng Song, Yue Zhang:
Cross-domain Generalization for AMR Parsing. 10907-10921 - Yuning Mao, Ming Zhong, Jiawei Han:
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision. 10922-10935 - Alon Albalak, Yi-Lin Tuan, Pegah Jandaghi, Connor Pryor, Luke Yoffe, Deepak Ramachandran, Lise Getoor, Jay Pujara, William Yang Wang:
FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue. 10936-10953 - Julien Romero, Simon Razniewski:
Do Children Texts Hold The Key To Commonsense Knowledge? 10954-10959 - Daniel Deutsch, Rotem Dror, Dan Roth:
On the Limitations of Reference-Free Evaluations of Generated Text. 10960-10977 - Bryan Eikema, Wilker Aziz
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation. 10978-10993 - Divyanshu Aggarwal, Vivek Gupta, Anoop Kunchukuttan:
IndicXNLI: Evaluating Multilingual Inference for Indian Languages. 10994-11006 - Neeraj Varshney, Chitta Baral:
Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems. 11007-11021 - Xiaotong Jiang, Zhongqing Wang, Guodong Zhou:
Semantic Simplification for Sentiment Classification. 11022-11032 - Fang Ma, Chen Zhang, Lei Ren, Jingang Wang, Qifan Wang, Wei Wu, Xiaojun Quan, Dawei Song:
XPrompt: Exploring the Extreme of Prompt Tuning. 11033-11047 - Sewon Min, Xinxi Lyu, Ari Holtzman, Mikel Artetxe, Mike Lewis, Hannaneh Hajishirzi, Luke Zettlemoyer:
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? 11048-11064 - Elias Stengel-Eskin, Benjamin Van Durme:
The Curious Case of Control. 11065-11076 - Shuyang Li, Yufei Li
SHARE: a System for Hierarchical Assistive Recipe Editing. 11077-11090 - Zhihua Jiang
IM⌃2: an Interpretable and Multi-category Integrated Metric Framework for Automatic Dialogue Evaluation. 11091-11103 - Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models. 11104-11117 - Shaobo Li, Xiaoguang Li, Lifeng Shang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu:
Pre-training Language Models with Deterministic Factual Knowledge. 11118-11131 - Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li:
Finding Skill Neurons in Pre-trained Transformer-based Language Models. 11132-11152 - Yingxiu Zhao, Yinhe Zheng, Zhiliang Tian, Chang Gao, Jian Sun, Nevin L. Zhang:
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue. 11153-11169 - Shachar Don-Yehiya, Leshem Choshen, Omri Abend:
PreQuEL: Quality Estimation of Machine Translation Outputs in Advance. 11170-11183 - Viktor Schlegel, Kamen V. Pavlov, Ian Pratt-Hartmann:
Can Transformers Reason in Fragments of Natural Language? 11184-11199 - Felix Kreuk, Adam Polyak, Jade Copet, Eugene Kharitonov, Tu Anh Nguyen, Morgane Rivière, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi:
Textless Speech Emotion Conversion using Discrete & Decomposed Representations. 11200-11214 - Yangyi Chen, Fanchao Qi, Hongcheng Gao, Zhiyuan Liu, Maosong Sun:
Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks. 11215-11221 - Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun:
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP. 11222-11237 - Weizhe Lin, Bill Byrne:
Retrieval Augmented Visual Question Answering with Outside Knowledge. 11238-11254 - Zhuosheng Zhang, Hai Zhao, Ming Zhou:
Instance Regularization for Discriminative Language Model Pre-training. 11255-11265 - Mingzhou Xu, Longyue Wang, Derek F. Wong, Hongye Liu, Linfeng Song, Lidia S. Chao, Shuming Shi, Zhaopeng Tu:
GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation. 11266-11278 - Ruoyao Wang, Peter A. Jansen, Marc-Alexandre Côté, Prithviraj Ammanabrolu:
ScienceWorld: Is your Agent Smarter than a 5th Grader? 11279-11298 - Jeffri Murrugarra-Llerena
Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing. 11299-11307 - Can Udomcharoenchaikit, Wuttikorn Ponwitayarat, Patomporn Payoungkhamdee, Kanruethai Masuk, Weerayut Buaphet, Ekapol Chuangsuwanich, Sarana Nutanong:
Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference. 11308-11321 - Shengjie Li, Vincent Ng:
End-to-End Neural Discourse Deixis Resolution in Dialogue. 11322-11334 - Xudong Han, Timothy Baldwin, Trevor Cohn:
Balancing out Bias: Achieving Fairness Through Balanced Training. 11335-11350 - Mengzhou Xia, Mikel Artetxe, Jingfei Du, Danqi Chen, Veselin Stoyanov:
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models. 11351-11361 - Tianyu Jiang, Ellen Riloff:
Identifying Physical Object Use in Sentences. 11362-11372 - Deeksha Varshney, Aizan Zafar
CDialog: A Multi-turn Covid-19 Conversation Dataset for Entity-Aware Dialog Generation. 11373-11385 - Maarten De Raedt, Fréderic Godin, Chris Develder, Thomas Demeester:
Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals. 11386-11400 - Giovanni Gabbolini, Romain Hennequin, Elena V. Epure:
Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge. 11401-11415 - Alexey Sorokin:
Improved grammatical error correction by ranking elementary edits. 11416-11429 - Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio:
Improving Tokenisation by Alternative Treatment of Spaces. 11430-11443 - Daniel Khashabi, Gabriel Stanovsky, Jonathan Bragg, Nicholas Lourie, Jungo Kasai, Yejin Choi, Noah A. Smith, Daniel S. Weld:
GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation. 11444-11458 - Tiago Pimentel, Josef Valvoda, Niklas Stoehr, Ryan Cotterell:
Attentional Probe: Estimating a Module's Functional Potential. 11459-11472 - Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su:
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems. 11473-11487 - Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang:
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt. 11488-11497 - Subhash Chandra Pujari, Jannik Strötgen, Mark Giereth, Michael Gertz, Annemarie Friedrich
Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping. 11498-11513 - Ciarán Byrne, Danijela Horak, Karo Moilanen, Amandla Mabona:
Topic Modeling With Topological Data Analysis. 11514-11533 - Zining Zhu, Soroosh Shahtalebi, Frank Rudzicz:
Predicting Fine-Tuning Performance with Probing. 11534-11547 - Abhijeet Awasthi, Ashutosh Sathe, Sunita Sarawagi:
Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers. 11548-11562 - Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger
Agent-Specific Deontic Modality Detection in Legal Language. 11563-11579 - Jiawen Deng, Jingyan Zhou, Hao Sun, Chujie Zheng, Fei Mi, Helen Meng, Minlie Huang:
COLD: A Benchmark for Chinese Offensive Language Detection. 11580-11599 - Shikhar Murty, Christopher D. Manning, Scott M. Lundberg, Marco Túlio Ribeiro:
Fixing Model Bugs with Natural Language Patches. 11600-11613 - Lesheng Jin, Zihan Wang, Jingbo Shang:
WeDef: Weakly Supervised Backdoor Defense for Text Classification. 11614-11626 - Sicheng Yu, Jing Jiang, Hao Zhang, Yulei Niu, Qianru Sun, Lidong Bing:
Interventional Training for Out-Of-Distribution Natural Language Understanding. 11627-11638 - Jihyuk Kim, Seung-won Hwang, Seoho Song, Hyeseon Ko, Young-In Song:
Pseudo-Relevance for Enhancing Document Representation. 11639-11652 - Jiacheng Ye, Jiahui Gao, Qintong Li, Hang Xu, Jiangtao Feng, Zhiyong Wu, Tao Yu, Lingpeng Kong:
ZeroGen: Efficient Zero-shot Learning via Dataset Generation. 11653-11669 - Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm:
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. 11670-11688 - Yiyuan Li, Tong Che, Yezhen Wang, Zhengbao Jiang, Caiming Xiong, Snigdha Chaturvedi:
SPE: Symmetrical Prompt Enhancement for Fact Probing. 11689-11698 - Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer, Ramakanth Pasunuru, Giridharan Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeffrey Wang, Luke Zettlemoyer, Mona T. Diab, Zornitsa Kozareva, Veselin Stoyanov:
Efficient Large Scale Language Modeling with Mixtures of Experts. 11699-11732 - Sunjae Kwon, Zonghai Yao
MedJEx: A Medical Jargon Extraction Model with Wiki's Hyperlink Span and Contextualized Masked Language Model Score. 11733-11751 - Wei-Jen Ko, Cutter Dalton, Mark Simmons, Eliza Fisher, Greg Durrett, Junyi Jessy Li:
Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections. 11752-11764 - Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu
Learning to Generate Overlap Summaries through Noisy Synthetic Data. 11765-11777 - Yichen Jiang, Xiang Zhou, Mohit Bansal:
Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality. 11778-11793 - Paula Fortuna, Mónica Domínguez, Leo Wanner, Zeerak Talat
Directions for NLP Practices Applied to Online Hate Speech Detection. 11794-11805 - Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti:
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection. 11806-11816 - Shankar Kantharaj, Xuan Long Do, Rixie Tiffany Ko Leong, Jia Qing Tan, Enamul Hoque, Shafiq R. Joty:
OpenCQA: Open-ended Question Answering with Charts. 11817-11837 - Xiang Lorraine Li, Adhiguna Kuncoro, Jordan Hoffmann, Cyprien de Masson d'Autume, Phil Blunsom, Aida Nematzadeh:
A Systematic Investigation of Commonsense Knowledge in Large Language Models. 11838-11855 - Karthik Raman, Iftekhar Naim, Jiecao Chen, Kazuma Hashimoto, Kiran Yalasangi, Krishna Srinivasan:
Transforming Sequence Tagging Into A Seq2Seq Task. 11856-11874 - Andrea Iovine, Anjie Fang, Besnik Fetahu, Jie Zhao, Oleg Rokhlenko, Shervin Malmasi:
CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting. 11875-11886 - Yuntian Deng, Volodymyr Kuleshov, Alexander M. Rush:
Model Criticism for Long-Form Text Generation. 11887-11912 - Tianshu Wang, Faisal Ladhak, Esin Durmus, He He:
Improving Faithfulness by Augmenting Negative Summaries from Fake Documents. 11913-11921 - Soumen Chakrabarti, Harkanwar Singh, Shubham Lohiya, Prachi Jain, Mausam:
Joint Completion and Alignment of Multilingual Knowledge Graphs. 11922-11938 - Suzanna Sia, Kokil Jaidka, Hansin Ahuja, Niyati Chhaya, Kevin Duh:
Offer a Different Perspective: Modeling the Belief Alignment of Arguments in Multi-party Debates. 11939-11950 - Deep Gandhi, Jash Mehta, Nirali Parekh, Karan Waghela, Lynette D'Mello, Zeerak Talat
A Federated Approach to Predicting Emojis in Hindi Tweets. 11951-11961 - Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour:
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems. 11962-11974 - Yu Cao, Dianqi Li, Meng Fang, Tianyi Zhou, Jun Gao, Yibing Zhan, Dacheng Tao:
TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack. 11975-11992 - Viktor Hangya, Hossain Shaikh Saadi, Alexander Fraser:
Improving Low-Resource Languages in Pre-Trained Multilingual Language Models. 11993-12006 - Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy:
SCROLLS: Standardized CompaRison Over Long Language Sequences. 12007-12021 - Shangbin Feng, Zhaoxuan Tan, Zilong Chen, Ningnan Wang, Peisheng Yu, Qinghua Zheng, Xiaojun Chang, Minnan Luo:
PAR: Political Actor Representation Learning with Social Context and Expert Knowledge. 12022-12036 - Nan Zhao, Haoran Li, Youzheng Wu, Xiaodong He:
JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization. 12037-12051 - Qiyu Wu, Chongyang Tao, Tao Shen
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings. 12052-12066 - Jianhao Yan, Chenming Wu, Fandong Meng, Jie Zhou:
Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space. 12067-12085 - Yongkang Liu, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang:
DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection. 12086-12098
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