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EMNLP 2021: Virtual Event / Punta Cana, Dominican Republic
- Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih:
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021. Association for Computational Linguistics 2021 - Frontmatter.
- Jongyoon Song, Sungwon Kim, Sungroh Yoon:
AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate. 1-14 - Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei:
Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. 15-26 - Xuan Ouyang, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora. 27-38 - Dan Liu, Mengge Du, Xiaoxi Li, Ya Li, Enhong Chen:
Cross Attention Augmented Transducer Networks for Simultaneous Translation. 39-55 - Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou:
Translating Headers of Tabular Data: A Pilot Study of Schema Translation. 56-66 - Yunlong Liang, Chulun Zhou
, Fandong Meng, Jinan Xu, Yufeng Chen, Jinsong Su, Jie Zhou:
Towards Making the Most of Dialogue Characteristics for Neural Chat Translation. 67-79 - Yicheng Zou, Bolin Zhu, Xingwu Hu, Tao Gui, Qi Zhang:
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining. 80-91 - Zhengyuan Liu, Nancy F. Chen:
Controllable Neural Dialogue Summarization with Personal Named Entity Planning. 92-106 - Sen Zhang, Jianwei Niu
Fine-grained Factual Consistency Assessment for Abstractive Summarization Models. 107-116 - Chao-Chun Hsu, Chenhao Tan
Decision-Focused Summarization. 117-132 - Baoyu Jing, Zeyu You, Tao Yang, Wei Fan, Hanghang Tong:
Multiplex Graph Neural Network for Extractive Text Summarization. 133-139 - Sascha Rothe, Joshua Maynez, Shashi Narayan:
A Thorough Evaluation of Task-Specific Pretraining for Summarization. 140-145 - Ye Liu, Jian-Guo Zhang, Yao Wan, Congying Xia, Lifang He, Philip S. Yu:
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization. 146-154 - Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context. 155-164 - Xiangyu Lin, Tianyi Liu, Weijia Jia, Zhiguo Gong:
Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning. 165-174 - Qi Shi, Yu Zhang, Qingyu Yin, Ting Liu:
Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification. 175-184 - Zhiheng Yan, Chong Zhang, Jinlan Fu, Qi Zhang, Zhongyu Wei:
A Partition Filter Network for Joint Entity and Relation Extraction. 185-197 - Zheng Fang, Yanan Cao, Tai Li, Ruipeng Jia, Fang Fang, Yanmin Shang, Yuhai Lu:
TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network. 198-207 - Bin Liang, Hang Su, Rongdi Yin, Lin Gui, Min Yang, Qin Zhao, Xiaoqi Yu, Ruifeng Xu:
Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge. 208-218 - Entony Lekhtman, Yftah Ziser, Roi Reichart:
DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction. 219-230 - Pierre Colombo, Emile Chapuis, Matthieu Labeau, Chloé Clavel:
Improving Multimodal fusion via Mutual Dependency Maximisation. 231-245 - Zhengyan Li, Yicheng Zou, Chong Zhang, Qi Zhang, Zhongyu Wei:
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training. 246-256 - Qianlong Wang
Progressive Self-Training with Discriminator for Aspect Term Extraction. 257-268 - Hao Chen, Rui Xia, Jianfei Yu:
Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification. 269-278 - Jian Zhu, David Jurgens:
Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles. 279-297 - Andrew Piper, Richard Jean So, David Bamman:
Narrative Theory for Computational Narrative Understanding. 298-311 - Kenneth Joseph, Sarah Shugars, Ryan J. Gallagher, Jon Green, Alexi Quintana Mathé, Zijian An, David Lazer:
(Mis)alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys. 312-324 - Indira Sen, Mattia Samory
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? 325-344 - Mai ElSherief, Caleb Ziems, David Muchlinski, Vaishnavi Anupindi, Jordyn Seybolt, Munmun De Choudhury, Diyi Yang:
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech. 345-363 - Geondo Park, Gyeongman Kim, Eunho Yang:
Distilling Linguistic Context for Language Model Compression. 364-378 - Lei Li, Yankai Lin, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun:
Dynamic Knowledge Distillation for Pre-trained Language Models. 379-389 - Timo Schick, Hinrich Schütze:
Few-Shot Text Generation with Natural Language Instructions. 390-402 - Kangli Zi, Shi Wang, Yu Liu, Jicun Li, Yanan Cao, Cungen Cao:
SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map. 403-415 - Po-Nien Kung, Sheng-Siang Yin, Yi-Cheng Chen, Tse-Hsuan Yang, Yun-Nung Chen:
Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity. 416-428 - Derek Chen, Zhou Yu:
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation. 429-442 - Bongseok Lee, Yong Suk Choi:
Graph Based Network with Contextualized Representations of Turns in Dialogue. 443-455 - Dian Yu, Kenji Sagae:
Automatically Exposing Problems with Neural Dialog Models. 456-470 - Michael Bugert, Iryna Gurevych:
Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online News. 471-491 - Labiba Jahan, Rahul Mittal, Mark A. Finlayson:
Inducing Stereotypical Character Roles from Plot Structure. 492-497 - Alexander Spangher, Jonathan May
Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification. 498-517 - Robert Wolfe, Aylin Caliskan:
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models. 518-532 - Jaimeen Ahn, Alice Oh:
Mitigating Language-Dependent Ethnic Bias in BERT. 533-549 - Somnath Basu Roy Chowdhury, Sayan Ghosh, Yiyuan Li, Junier Oliva, Shashank Srivastava, Snigdha Chaturvedi:
Adversarial Scrubbing of Demographic Information for Text Classification. 550-562 - Julia White, Gabriel Poesia, Robert X. D. Hawkins, Dorsa Sadigh, Noah D. Goodman:
Open-domain clarification question generation without question examples. 563-570 - Wangchunshu Zhou, Tao Ge, Canwen Xu, Ke Xu, Furu Wei:
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting. 571-582 - Dheeraj Mekala, Varun Gangal, Jingbo Shang:
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data. 583-594 - Carl Edwards, ChengXiang Zhai, Heng Ji:
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries. 595-607 - Sohrab Ferdowsi, Nikolay Borissov, Julien Knafou, Poorya Amini, Douglas Teodoro:
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus. 608-618 - Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber:
The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers. 619-634 - Laida Kushnareva, Daniil Cherniavskii, Vladislav Mikhailov, Ekaterina Artemova, Serguei Barannikov
Artificial Text Detection via Examining the Topology of Attention Maps. 635-649 - Katerina Margatina, Giorgos Vernikos, Loïc Barrault, Nikolaos Aletras:
Active Learning by Acquiring Contrastive Examples. 650-663 - Clara Meister, Afra Amini, Tim Vieira, Ryan Cotterell:
Conditional Poisson Stochastic Beams. 664-681 - Soumya Batra, Shashank Jain, Peyman Heidari, Ankit Arun, Catharine Youngs, Xintong Li, Pinar Donmez, Shawn Mei, Shiunzu Kuo, Vikas Bhardwaj, Anuj Kumar, Michael White:
Building Adaptive Acceptability Classifiers for Neural NLG. 682-697 - Denis Emelin, Ronan Le Bras, Jena D. Hwang, Maxwell Forbes, Yejin Choi:
Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences. 698-718 - Harsh Jhamtani, Taylor Berg-Kirkpatrick:
Truth-Conditional Captions for Time Series Data. 719-733 - Xiangyu Dong, Wenhao Yu, Chenguang Zhu, Meng Jiang:
Injecting Entity Types into Entity-Guided Text Generation. 734-741 - Leonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang, Iryna Gurevych:
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation. 742-750 - Amy Pu, Hyung Won Chung, Ankur P. Parikh, Sebastian Gehrmann, Thibault Sellam:
Learning Compact Metrics for MT. 751-762 - Vinit Ravishankar, Anders Søgaard:
The Impact of Positional Encodings on Multilingual Compression. 763-777 - Xiongyi Zhang, Jan-Willem van de Meent, Byron C. Wallace:
Disentangling Representations of Text by Masking Transformers. 778-791 - Hosein Mohebbi
Exploring the Role of BERT Token Representations to Explain Sentence Probing Results. 792-806 - Simeng Sun, Kalpesh Krishna, Andrew Mattarella-Micke, Mohit Iyyer:
Do Long-Range Language Models Actually Use Long-Range Context? 807-822 - Cory Paik, Stéphane Aroca-Ouellette, Alessandro Roncone, Katharina Kann:
The World of an Octopus: How Reporting Bias Influences a Language Model's Perception of Color. 823-835 - Dheeraj Rajagopal, Vidhisha Balachandran, Eduard H. Hovy, Yulia Tsvetkov:
SELFEXPLAIN: A Self-Explaining Architecture for Neural Text Classifiers. 836-850 - David Wilmot, Frank Keller:
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories. 851-865 - Nianzu Ma, Alexander Politowicz, Sahisnu Mazumder, Jiahua Chen, Bing Liu, Eric Robertson, Scott Grigsby:
Semantic Novelty Detection in Natural Language Descriptions. 866-882 - Arya D. McCarthy, Kevin P. Yancey, Geoffrey T. LaFlair
Jump-Starting Item Parameters for Adaptive Language Tests. 883-899 - Raphael Tang, Karun Kumar, Kendra Chalkley, Ji Xin, Liming Zhang, Wenyan Li, Gefei Yang, Yajie Mao, Junho Shin, Geoffrey Craig Murray, Jimmy Lin:
Voice Query Auto Completion. 900-906 - Matús Falis
CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification. 907-912 - Rafael A. Rivera Soto, Olivia Elizabeth Miano, Juanita Ordonez, Barry Y. Chen, Aleem Khan, Marcus Bishop, Nicholas Andrews:
Learning Universal Authorship Representations. 913-919 - Lei Yu, Yang Xu:
Predicting emergent linguistic compositions through time: Syntactic frame extension via multimodal chaining. 920-931 - Jason Wei, Dan Garrette, Tal Linzen, Ellie Pavlick:
Frequency Effects on Syntactic Rule Learning in Transformers. 932-948 - Tiago Pimentel, Clara Meister, Elizabeth Salesky
A surprisal-duration trade-off across and within the world's languages. 949-962 - Clara Meister, Tiago Pimentel, Patrick Haller, Lena A. Jäger
Revisiting the Uniform Information Density Hypothesis. 963-980 - Luyu Gao, Jamie Callan:
Condenser: a Pre-training Architecture for Dense Retrieval. 981-993 - Clément Christophe, Julien Velcin, Jairo Cugliari, Manel Boumghar, Philippe Suignard:
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. 994-1003 - Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin:
Contextualized Query Embeddings for Conversational Search. 1004-1015 - Kyoungrok Jang, Junmo Kang, Giwon Hong, Sung-Hyon Myaeng, Joohee Park, Taewon Yoon, Hee-Cheol Seo:
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval. 1016-1029 - Rexhina Blloshmi, Tommaso Pasini, Niccolò Campolungo
IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages. 1030-1041 - Yuan Jin, He Zhao, Ming Liu, Lan Du
Neural Attention-Aware Hierarchical Topic Model. 1042-1052 - Tara Safavi, Danai Koutra
Relational World Knowledge Representation in Contextual Language Models: A Review. 1053-1067 - Yuhao Zhang, Aws Albarghouthi, Loris D'Antoni:
Certified Robustness to Programmable Transformations in LSTMs. 1068-1083 - Pierre L. Dognin, Inkit Padhi, Igor Melnyk, Payel Das:
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models. 1084-1099 - Wenxuan Zhou, Fangyu Liu
Contrastive Out-of-Distribution Detection for Pretrained Transformers. 1100-1111 - Cristian-Paul Bara, Sky CH-Wang, Joyce Chai:
MindCraft: Theory of Mind Modeling for Situated Dialogue in Collaborative Tasks. 1112-1125 - Jia-Chen Gu, Zhen-Hua Ling, Yu Wu, Quan Liu, Zhigang Chen, Xiaodan Zhu:
Detecting Speaker Personas from Conversational Texts. 1126-1136 - Nikita Moghe, Mark Steedman, Alexandra Birch
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking. 1137-1150 - Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen:
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. 1151-1168 - Ofer Lavi, Ella Rabinovich, Segev Shlomov, David Boaz, Inbal Ronen, Ateret Anaby-Tavor:
We've had this conversation before: A Novel Approach to Measuring Dialog Similarity. 1169-1177 - Patrick Kahardipraja, Brielen Madureira
Towards Incremental Transformers: An Empirical Analysis of Transformer Models for Incremental NLU. 1178-1189 - Tobias Falke, Patrick Lehnen:
Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding. 1190-1198 - Oscar Sainz, Oier Lopez de Lacalle, Gorka Labaka
Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction. 1199-1212 - Leon Weber, Jannes Münchmeyer, Samuele Garda, Ulf Leser:
Extend, don't rebuild: Phrasing conditional graph modification as autoregressive sequence labelling. 1213-1224 - Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song:
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation. 1225-1238 - Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li:
Learning Logic Rules for Document-Level Relation Extraction. 1239-1250 - Anuradha Welivita, Yubo Xie
A Large-Scale Dataset for Empathetic Response Generation. 1251-1264 - Marzena Karpinska, Nader Akoury, Mohit Iyyer:
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation. 1265-1285 - Jesse Dodge, Maarten Sap, Ana Marasovic, William Agnew, Gabriel Ilharco, Dirk Groeneveld
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus. 1286-1305 - Machel Reid, Junjie Hu, Graham Neubig, Yutaka Matsuo:
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages. 1306-1320 - Eleftheria Briakou, Sweta Agrawal, Joel R. Tetreault, Marine Carpuat:
Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer. 1321-1336 - Tim O'Gorman, Zach Jensen, Sheshera Mysore
MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural Text. 1337-1352 - Rajkumar Pujari, Dan Goldwasser:
Understanding Politics via Contextualized Discourse Processing. 1353-1367 - Jing Lu, Vincent Ng:
Conundrums in Event Coreference Resolution: Making Sense of the State of the Art. 1368-1380 - Lila Gravellier, Julie Hunter, Philippe Muller, Thomas Pellegrini, Isabelle Ferrané:
Weakly supervised discourse segmentation for multiparty oral conversations. 1381-1392 - Sean Wilner, Daniel Woolridge, Madeleine Glick:
Narrative Embedding: Re-Contextualization Through Attention. 1393-1405 - William Held
Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference. 1406-1417 - Xiyang Zhang, Muhao Chen, Jonathan May
Salience-Aware Event Chain Modeling for Narrative Understanding. 1418-1428 - Valentina Pyatkin, Paul Roit, Julian Michael, Yoav Goldberg, Reut Tsarfaty, Ido Dagan:
Asking It All: Generating Contextualized Questions for any Semantic Role. 1429-1441 - Fangyu Liu
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders. 1442-1459 - Mohammed Saeed, Naser Ahmadi, Preslav Nakov, Paolo Papotti:
RuleBERT: Teaching Soft Rules to Pre-Trained Language Models. 1460-1476 - Rochelle Choenni, Ekaterina Shutova, Robert van Rooij:
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? 1477-1491 - Edoardo Barba, Luigi Procopio, Roberto Navigli:
ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension. 1492-1503 - Ruben Branco
Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning. 1504-1521 - Ivan Habernal:
When differential privacy meets NLP: The devil is in the detail. 1522-1528 - Maor Ivgi, Jonathan Berant:
Achieving Model Robustness through Discrete Adversarial Training. 1529-1544 - Michael Mendelson, Yonatan Belinkov:
Debiasing Methods in Natural Language Understanding Make Bias More Accessible. 1545-1557 - Milad Moradi
Evaluating the Robustness of Neural Language Models to Input Perturbations. 1558-1570 - Laura Pérez-Mayos, Miguel Ballesteros, Leo Wanner:
How much pretraining data do language models need to learn syntax? 1571-1582 - Lalchand Pandia, Allyson Ettinger:
Sorting through the noise: Testing robustness of information processing in pre-trained language models. 1583-1596 - Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg:
Contrastive Explanations for Model Interpretability. 1597-1611 - Liping Yuan, Xiaoqing Zheng, Yi Zhou, Cho-Jui Hsieh, Kai-Wei Chang:
On the Transferability of Adversarial Attacks against Neural Text Classifier. 1612-1625 - John Hewitt, Kawin Ethayarajh, Percy Liang, Christopher D. Manning:
Conditional probing: measuring usable information beyond a baseline. 1626-1639 - Prafulla Kumar Choubey, Anna Currey, Prashant Mathur, Georgiana Dinu:
GFST: Gender-Filtered Self-Training for More Accurate Gender in Translation. 1640-1654 - Mohammad Sadegh Rasooli, Chris Callison-Burch, Derry Tanti Wijaya:
"Wikily" Supervised Neural Translation Tailored to Cross-Lingual Tasks. 1655-1670 - Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei:
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. 1671-1683 - Kuan-Hao Huang
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training. 1684-1697 - Sara Papi
Speechformer: Reducing Information Loss in Direct Speech Translation. 1698-1706 - Marco Gaido
Is "moby dick" a Whale or a Bird? Named Entities and Terminology in Speech Translation. 1707-1716 - Sahana Ramnath
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints. 1717-1733 - Ashkan Alinejad, Hassan S. Shavarani, Anoop Sarkar:
Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation. 1734-1744 - M. Saiful Bari
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification. 1745-1753 - Mozhdeh Gheini, Xiang Ren, Jonathan May
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation. 1754-1765 - William Merrill, Vivek Ramanujan, Yoav Goldberg, Roy Schwartz, Noah A. Smith:
Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent. 1766-1781 - Hangfeng He, Mingyuan Zhang, Qiang Ning, Dan Roth:
Foreseeing the Benefits of Incidental Supervision. 1782-1800 - Matt Gardner, William Merrill, Jesse Dodge, Matthew E. Peters, Alexis Ross, Sameer Singh, Noah A. Smith:
Competency Problems: On Finding and Removing Artifacts in Language Data. 1801-1813 - Huaxiu Yao, Yingxin Wu, Maruan Al-Shedivat, Eric P. Xing:
Knowledge-Aware Meta-learning for Low-Resource Text Classification. 1814-1821 - Ivan Montero, Nikolaos Pappas, Noah A. Smith:
Sentence Bottleneck Autoencoders from Transformer Language Models. 1822-1831 - Seonghyeon Ye, Jiseon Kim, Alice Oh:
Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning. 1832-1838 - Wenchang Ma, Ryuichi Takanobu, Minlie Huang:
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation. 1839-1851 - Zeqiu Wu, Bo-Ru Lu, Hannaneh Hajishirzi, Mari Ostendorf:
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization. 1852-1863 - Christopher Clark, Jordi Salvador, Dustin Schwenk, Derrick Bonafilia, Mark Yatskar, Eric Kolve, Alvaro Herrasti, Jonghyun Choi, Sachin Mehta, Sam Skjonsberg, Carissa Schoenick, Aaron Sarnat, Hannaneh Hajishirzi, Aniruddha Kembhavi, Oren Etzioni, Ali Farhadi:
Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text. 1864-1886 - Fei Mi, Wanhao Zhou, Lingjing Kong, Fengyu Cai, Minlie Huang, Boi Faltings:
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems. 1887-1898 - Zhuoyi Wang, Saurabh Gupta, Jie Hao, Xing Fan, Dingcheng Li, Alexander Hanbo Li, Chenlei Guo:
Contextual Rephrase Detection for Reducing Friction in Dialogue Systems. 1899-1905 - Jian-Guo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip S. Yu:
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning. 1906-1912 - Victor S. Bursztyn, Jennifer Healey, Nedim Lipka, Eunyee Koh, Doug Downey, Larry Birnbaum:
"It doesn't look good for a date": Transforming Critiques into Preferences for Conversational Recommendation Systems. 1913-1918 - Haoran Ding
AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions. 1919-1928 - Chenhan Yuan
Unsupervised Relation Extraction: A Variational Autoencoder Approach. 1929-1938 - Michael R. Glass, Gaetano Rossiello
Robust Retrieval Augmented Generation for Zero-shot Slot Filling. 1939-1949 - Mahsa Yarmohammadi, Shijie Wu, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenton Murray, Aaron Steven White, Mark Dredze, Benjamin Van Durme:
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction. 1950-1967 - Sunipa Dev, Masoud Monajatipoor, Anaelia Ovalle, Arjun Subramonian, Jeff M. Phillips, Kai-Wei Chang:
Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies. 1968-1994 - Jialu Wang, Yang Liu, Xin Eric Wang:
Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search. 1995-2008 - Fatemehsadat Mireshghallah, Taylor Berg-Kirkpatrick:
Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness. 2009-2022 - Michael Saxon
Modeling Disclosive Transparency in NLP Application Descriptions. 2023-2037 - Shangyu Xie, Yuan Hong
Reconstruction Attack on Instance Encoding for Language Understanding. 2038-2044 - Shivashankar Subramanian, Afshin Rahimi, Timothy Baldwin, Trevor Cohn, Lea Frermann:
Fairness-aware Class Imbalanced Learning. 2045-2051 - Bo Feng, Qian Lou
CRYPTOGRU: Low Latency Privacy-Preserving Text Analysis With GRU. 2052-2057 - William Lane, Steven Bird:
Local Word Discovery for Interactive Transcription. 2058-2067 - Mieradilijiang Maimaiti, Yang Liu, Yuanhang Zheng, Gang Chen, Kaiyu Huang, Ji Zhang, Huanbo Luan, Maosong Sun:
Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision. 2068-2077 - Omer Goldman, Reut Tsarfaty:
Minimal Supervision for Morphological Inflection. 2078-2088 - Xinying Song, Alex Salcianu, Yang Song, Dave Dopson, Denny Zhou:
Fast WordPiece Tokenization. 2089-2103 - Kris Cao, Laura Rimell:
You should evaluate your language model on marginal likelihood over tokenisations. 2104-2114 - Da Yin, Liunian Harold Li, Ziniu Hu, Nanyun Peng, Kai-Wei Chang:
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning. 2115-2129 - Daniel Fried, Justin T. Chiu, Dan Klein:
Reference-Centric Models for Grounded Collaborative Dialogue. 2130-2147 - Arjun R. Akula, Soravit Changpinyo, Boqing Gong, Piyush Sharma, Song-Chun Zhu, Radu Soricut:
CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization. 2148-2166 - Yue Yang, Artemis Panagopoulou, Qing Lyu, Li Zhang, Mark Yatskar, Chris Callison-Burch:
Visual Goal-Step Inference using wikiHow. 2167-2179 - Linlu Qiu, Hexiang Hu, Bowen Zhang, Peter Shaw, Fei Sha:
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? 2180-2188 - Taichi Iki, Akiko Aizawa:
Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models. 2189-2196 - Nouha Dziri, Andrea Madotto, Osmar Zaïane, Avishek Joey Bose:
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding. 2197-2214 - Yicheng Zou, Zhihua Liu, Xingwu Hu, Qi Zhang:
Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems. 2215-2226 - Hyunwoo Kim
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes. 2227-2240 - Xinmeng Li, Qian Li, Wansen Wu, Quanjun Yin:
Generation and Extraction Combined Dialogue State Tracking with Hierarchical Ontology Integration. 2241-2249 - Haolan Zhan, Lei Shen, Hongshen Chen, Hainan Zhang
CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation. 2250-2261 - Shilei Liu
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation. 2262-2272 - Zhiyuan Ma, Jianjun Li, Zezheng Zhang, Guohui Li, Yongjing Cheng:
Intention Reasoning Network for Multi-Domain End-to-end Task-Oriented Dialogue. 2273-2285 - Sixing Wu, Ying Li, Minghui Wang, Dawei Zhang, Yang Zhou, Zhonghai Wu:
More is Better: Enhancing Open-Domain Dialogue Generation via Multi-Source Heterogeneous Knowledge. 2286-2300 - Qingbin Liu, Pengfei Cao, Cao Liu, Jiansong Chen, Xunliang Cai, Fan Yang, Shizhu He, Kang Liu, Jun Zhao:
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks. 2301-2311 - Han Wu
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling. 2312-2317 - Yao Qiu, Jinchao Zhang, Jie Zhou:
Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks. 2318-2327 - Leyang Cui, Yu Wu, Shujie Liu, Yue Zhang:
Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation. 2328-2337 - Kijong Han, Seojin Lee, Dong-hun Lee:
An Evaluation Dataset and Strategy for Building Robust Multi-turn Response Selection Model. 2338-2344 - Hui Liu, Zhan Shi, Xiaodan Zhu:
Unsupervised Conversation Disentanglement through Co-Training. 2345-2356 - Libo Qin, Tianbao Xie, Shijue Huang, Qiguang Chen
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System. 2357-2367 - Chen Henry Wu, Yinhe Zheng, Xiaoxi Mao, Minlie Huang:
Transferable Persona-Grounded Dialogues via Grounded Minimal Edits. 2368-2382 - Hao Zhou, Minlie Huang, Yong Liu, Wei Chen, Xiaoyan Zhu:
EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning. 2383-2395 - Che Liu, Rui Wang, Jinghua Liu, Jian Sun, Fei Huang, Luo Si:
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings. 2396-2406 - Shaopeng Lai, Ante Wang, Fandong Meng, Jie Zhou, Yubin Ge, Jiali Zeng, Junfeng Yao, Degen Huang, Jinsong Su:
Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings. 2407-2417 - Feng Jiang
Not Just Classification: Recognizing Implicit Discourse Relation on Joint Modeling of Classification and Generation. 2418-2431 - Ying Zhang
A Language Model-based Generative Classifier for Sentence-level Discourse Parsing. 2432-2446 - Junyan Cheng, Iordanis Fostiropoulos, Barry W. Boehm, Mohammad Soleymani:
Multimodal Phased Transformer for Sentiment Analysis. 2447-2458 - Linli Xu, Sijie Teng, Ruoyu Zhao, Junliang Guo, Chi Xiao, Deqiang Jiang, Bo Ren:
Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations. 2459-2468 - Chi Hu, Chenglong Wang, Xiangnan Ma, Xia Meng, Yinqiao Li, Tong Xiao, Jingbo Zhu, Changliang Li:
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking. 2469-2480 - Chen Liu, Mengchao Zhang, Zhibing Fu, Panpan Hou, Yu Li:
FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks. 2481-2491 - Shivashankar Subramanian, Xudong Han, Timothy Baldwin, Trevor Cohn, Lea Frermann:
Evaluating Debiasing Techniques for Intersectional Biases. 2492-2498 - Han Huang, Tomoyuki Kajiwara, Yuki Arase:
Definition Modelling for Appropriate Specificity. 2499-2509 - Fei Xiao, Liang Pang, Yanyan Lan, Yan Wang, Huawei Shen, Xueqi Cheng:
Transductive Learning for Unsupervised Text Style Transfer. 2510-2521 - Yong Guan
Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization. 2522-2529 - Xin Tan, Longyin Zhang, Guodong Zhou:
Coupling Context Modeling with Zero Pronoun Recovering for Document-Level Natural Language Generation. 2530-2540 - Haoran Xu, Hainan Zhang
Adaptive Bridge between Training and Inference for Dialogue Generation. 2541-2550 - Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li:
ConRPG: Paraphrase Generation using Contexts as Regularizer. 2551-2562 - Ziao Wang, Xiaofeng Zhang, Hongwei Du:
Building the Directed Semantic Graph for Coherent Long Text Generation. 2563-2572 - Zichu Fei, Qi Zhang, Yaqian Zhou:
Iterative GNN-based Decoder for Question Generation. 2573-2582 - Fanyi Qu, Xin Jia, Yunfang Wu:
Asking Questions Like Educational Experts: Automatically Generating Question-Answer Pairs on Real-World Examination Data. 2583-2593 - Erguang Yang, Mingtong Liu, Deyi Xiong, Yujie Zhang, Yao Meng, Changjian Hu, Jinan Xu, Yufeng Chen:
Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data. 2594-2604 - Jiale Han, Bo Cheng, Wei Lu
Exploring Task Difficulty for Few-Shot Relation Extraction. 2605-2616 - Xinyin Ma
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations. 2617-2624 - Rui Li, Wenlin Zhao, Cheng Yang, Sen Su:
Treasures Outside Contexts: Improving Event Detection via Global Statistics. 2625-2635 - Pengfei Cao, Yubo Chen
Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification. 2636-2645 - Feiliang Ren, Longhui Zhang, Shujuan Yin, Xiaofeng Zhao, Shilei Liu
A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling. 2646-2656 - Jihyuk Kim, Myeongho Jeong, Seungtaek Choi
Structure-Augmented Keyphrase Generation. 2657-2667 - Yi Chen, Haiyun Jiang, Lemao Liu, Shuming Shi, Chuang Fan, Min Yang, Ruifeng Xu:
An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing. 2668-2678 - Baojun Wang, Zhao Zhang, Kun Xu, Guang-Yuan Hao, Yuyang Zhang, Lifeng Shang, Linlin Li, Xiao Chen, Xin Jiang, Qun Liu:
DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling. 2679-2693 - Manqing Dong, Chunguang Pan, Zhipeng Luo:
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction. 2694-2704 - Jiacheng Ye, Ruijian Cai, Tao Gui, Qi Zhang:
Heterogeneous Graph Neural Networks for Keyphrase Generation. 2705-2715 - Jian Liu, Yufeng Chen, Jinan Xu:
Machine Reading Comprehension as Data Augmentation: A Case Study on Implicit Event Argument Extraction. 2716-2725 - Mingyang Song
Importance Estimation from Multiple Perspectives for Keyphrase Extraction. 2726-2736 - Xuming Hu, Chenwei Zhang, Yawen Yang, Xiaohe Li, Li Lin, Lijie Wen, Philip S. Yu:
Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction. 2737-2746 - Kunihiro Takeoka, Kosuke Akimoto, Masafumi Oyamada:
Low-resource Taxonomy Enrichment with Pretrained Language Models. 2747-2758 - Yue Zhang, Bo Zhang, Rui Wang, Junjie Cao, Chen Li, Zuyi Bao:
Entity Relation Extraction as Dependency Parsing in Visually Rich Documents. 2759-2768 - Hui Wu
Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction. 2769-2779 - Shuqi Lu, Di He, Chenyan Xiong, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tie-Yan Liu, Arnold Overwijk:
Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder. 2780-2791 - Chengyu Wang, Jianing Wang
TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification. 2792-2802 - Lu Zhang, Jiandong Ding, Yi Xu, Yingyao Liu, Shuigeng Zhou:
Weakly-supervised Text Classification Based on Keyword Graph. 2803-2813 - Jingwei Yi
Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation. 2814-2824 - Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen:
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking. 2825-2835 - Shengyao Zhuang
Dealing with Typos for BERT-based Passage Retrieval and Ranking. 2836-2842 - Xin Mao, Wenting Wang, Yuanbin Wu, Man Lan:
From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment. 2843-2853 - Xueguang Ma, Minghan Li
Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval. 2854-2859 - Han Qin, Yuanhe Tian, Yan Song:
Relation Extraction with Word Graphs from N-grams. 2860-2868 - Tiago Pimentel, Ryan Cotterell:
A Bayesian Framework for Information-Theoretic Probing. 2869-2887 - Koustuv Sinha, Robin Jia
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little. 2888-2913 - Sheng Shen, Zhewei Yao, Douwe Kiela, Kurt Keutzer, Michael W. Mahoney:
What's Hidden in a One-layer Randomly Weighted Transformer? 2914-2921 - Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun, Songfang Huang, Fei Huang:
Rethinking Denoised Auto-Encoding in Language Pre-Training. 2922-2932 - Xuelin Situ, Sameen Maruf, Ingrid Zukerman, Cécile Paris, Gholamreza Haffari:
Lifelong Explainer for Lifelong Learners. 2933-2940 - Jacob Louis Hoover
Linguistic Dependencies and Statistical Dependence. 2941-2963 - Ryo Yoshida, Hiroshi Noji, Yohei Oseki:
Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars. 2964-2973 - Pu-Chin Chen, Henry Tsai, Srinadh Bhojanapalli, Hyung Won Chung, Yin-Wen Chang, Chun-Sung Ferng:
A Simple and Effective Positional Encoding for Transformers. 2974-2988 - Anlin Qu, Jianwei Niu, Shasha Mo:
Explore Better Relative Position Embeddings from Encoding Perspective for Transformer Models. 2989-2997 - Guang Liu, Yuzhao Mao, Hailong Huang, Weiguo Gao, Xuan Li:
Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup. 2998-3008 - Md Asadul Islam, Enrico Magnani:
Is this the end of the gold standard? A straightforward reference-less grammatical error correction metric. 3009-3015 - Vladimir Araujo
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. 3016-3022 - Linyang Li, Demin Song, Xiaonan Li, Jiehang Zeng, Ruotian Ma, Xipeng Qiu:
Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning. 3023-3032 - Wei Zhu
GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning. 3033-3044 - Brian Lester, Rami Al-Rfou, Noah Constant:
The Power of Scale for Parameter-Efficient Prompt Tuning. 3045-3059 - Nikita Srivatsan, Si Wu, Jonathan T. Barron, Taylor Berg-Kirkpatrick:
Scalable Font Reconstruction with Dual Latent Manifolds. 3060-3072 - Subhajit Chaudhury, Prithviraj Sen, Masaki Ono, Daiki Kimura, Michiaki Tatsubori, Asim Munawar:
Neuro-Symbolic Approaches for Text-Based Policy Learning. 3073-3078 - Chun Fan, Jiwei Li, Tianwei Zhang, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun:
Layer-wise Model Pruning based on Mutual Information. 3079-3090 - Yaqing Wang, Song Wang, Quanming Yao, Dejing Dou:
Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification. 3091-3101 - Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang:
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection. 3102-3115 - Atsuki Yamaguchi, George Chrysostomou, Katerina Margatina, Nikolaos Aletras:
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling. 3116-3125 - Chenhe Dong, Yaliang Li, Ying Shen, Minghui Qiu:
HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression. 3126-3136 - Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh:
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution. 3137-3147 - Jiachen Tian, Shizhan Chen, Xiaowang Zhang, Zhiyong Feng, Deyi Xiong, Shaojuan Wu, Chunliu Dou:
Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification. 3148-3161 - Chenchen Ye, Linhai Zhang, Yulan He, Deyu Zhou, Jie Wu:
Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs. 3162-3171 - Sixuan Wu, Jian Li, Peng Zhang, Yue Zhang:
Natural Language Processing Meets Quantum Physics: A Survey and Categorization. 3172-3182 - Zheng Li, Danqing Zhang, Tianyu Cao, Ying Wei
MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision. 3183-3196 - Weixuan Wang, Wei Peng, Meng Zhang, Qun Liu:
Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings. 3197-3202 - Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei:
Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training. 3203-3215 - Jiali Zeng, Shuangzhi Wu, Yongjing Yin, Yufan Jiang, Mu Li:
Recurrent Attention for Neural Machine Translation. 3216-3225 - Yingmei Guo, Linjun Shou, Jian Pei, Ming Gong, Mingxing Xu, Zhiyong Wu, Daxin Jiang:
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding. 3226-3237 - Tianfu Zhang, Heyan Huang, Chong Feng, Longbing Cao
Enlivening Redundant Heads in Multi-head Self-attention for Machine Translation. 3238-3248 - Zuchao Li, Masao Utiyama, Eiichiro Sumita, Hai Zhao:
Unsupervised Neural Machine Translation with Universal Grammar. 3249-3264 - Xinglin Lyu, Junhui Li, Zhengxian Gong, Min Zhang:
Encouraging Lexical Translation Consistency for Document-Level Neural Machine Translation. 3265-3277 - Liang Ding, Di Wu, Dacheng Tao:
Improving Neural Machine Translation by Bidirectional Training. 3278-3284 - Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou:
Scheduled Sampling Based on Decoding Steps for Neural Machine Translation. 3285-3296 - Xinwei Geng, Xiaocheng Feng, Bing Qin:
Learning to Rewrite for Non-Autoregressive Neural Machine Translation. 3297-3308 - Shun Kiyono, Sosuke Kobayashi, Jun Suzuki, Kentaro Inui:
SHAPE : Shifted Absolute Position Embedding for Transformers. 3309-3321 - Yuanhang Zheng, Zhixing Tan, Meng Zhang, Mieradilijiang Maimaiti, Huanbo Luan, Maosong Sun, Qun Liu, Yang Liu:
Self-Supervised Quality Estimation for Machine Translation. 3322-3334 - Thuy-Trang Vu, Xuanli He, Dinh Q. Phung, Gholamreza Haffari:
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection. 3335-3346 - Dongning Rao, Xin Miao, Zhihua Jiang
STANKER: Stacking Network based on Level-grained Attention-masked BERT for Rumor Detection on Social Media. 3347-3363 - Bing Liu, Harrisen Scells
ActiveEA: Active Learning for Neural Entity Alignment. 3364-3374 - Wonseok Hwang, Hyunji Lee, Jinyeong Yim, Geewook Kim, Minjoon Seo:
Cost-effective End-to-end Information Extraction for Semi-structured Document Images. 3375-3383 - Weijiang Yu, Yingpeng Wen, Fudan Zheng, Nong Xiao:
Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning. 3384-3394 - Weijie Feng, Binbin Liu, Dongpeng Xu
GraphMR: Graph Neural Network for Mathematical Reasoning. 3395-3404 - Boseop Kim, HyoungSeok Kim, Sang-Woo Lee, Gichang Lee, Dong-Hyun Kwak, Dong Hyeon Jeon, Sunghyun Park, Sungju Kim, Seonhoon Kim, Dongpil Seo, Heungsub Lee, Minyoung Jeong, Sungjae Lee, Minsub Kim
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers. 3405-3424 - Yuning Kang, Zan Wang, Hongyu Zhang, Junjie Chen, Hanmo You:
APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model. 3425-3436 - Yao Zhang, Hongru Liang
GMH: A General Multi-hop Reasoning Model for KG Completion. 3437-3446 - Jin Yea Jang, San Kim, Minyoung Jung, Saim Shin, Gahgene Gweon:
BPM_MT: Enhanced Backchannel Prediction Model using Multi-Task Learning. 3447-3452 - Zequn Liu, Shukai Wang, Yiyang Gu
Graphine: A Dataset for Graph-aware Terminology Definition Generation. 3453-3463 - Junmo Kang, Jeonghwan Kim, Suwon Shin, Sung-Hyon Myaeng:
Leveraging Order-Free Tag Relations for Context-Aware Recommendation. 3464-3476 - Liqiang Xiao, Jun Ma, Xin Luna Dong, Pascual Martínez-Gómez, Nasser Zalmout, Wei Chen, Tong Zhao, Hao He, Yaohui Jin:
End-to-End Conversational Search for Online Shopping with Utterance Transfer. 3477-3486 - Zifa Gan, Hongfei Xu
Self-Supervised Curriculum Learning for Spelling Error Correction. 3487-3494 - Haiwen Hong, Jingfeng Zhang, Yin Zhang, Yao Wan, Yulei Sui:
Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing. 3495-3504 - Daiki Kimura, Masaki Ono, Subhajit Chaudhury, Ryosuke Kohita, Akifumi Wachi, Don Joven Agravante, Michiaki Tatsubori, Asim Munawar, Alexander Gray:
Neuro-Symbolic Reinforcement Learning with First-Order Logic. 3505-3511 - Cheng Yan, Yuanzhe Zhang, Kang Liu, Jun Zhao, Yafei Shi, Shengping Liu:
Biomedical Concept Normalization by Leveraging Hypernyms. 3512-3517 - Xin Liu, Qingcai Chen, Junying Chen
Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically. 3518-3532 - Shuqun Li, Liang Yang, Weidong He, Shiqi Zhang, Jingjie Zeng, Hongfei Lin:
Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification. 3533-3543 - Tuo Ji, Hang Yan, Xipeng Qiu:
SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check. 3544-3551 - Hoang T. N. Nguyen, Dong Nie, Taivanbat Badamdorj, Yujie Liu, Yingying Zhu, Jason Truong, Li Cheng:
Automated Generation of Accurate & Fluent Medical X-ray Reports. 3552-3569 - Xingwu Sun, Yanling Cui, Hongyin Tang, Fuzheng Zhang, Beihong Jin, Shi Wang:
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism. 3570-3579 - Zhiwei Zhang, Jiyi Li, Fumiyo Fukumoto, Yanming Ye:
Abstract, Rationale, Stance: A Joint Model for Scientific Claim Verification. 3580-3586 - Peijie Jiang, Dingkun Long, Yueheng Sun, Meishan Zhang, Guangwei Xu, Pengjun Xie:
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging. 3587-3598 - Peng Qi, Haejun Lee, Tg Sido, Christopher D. Manning:
Answering Open-Domain Questions of Varying Reasoning Steps from Text. 3599-3614 - Yunchang Zhu
Adaptive Information Seeking for Open-Domain Question Answering. 3615-3626 - Simon Suster, Pieter Fivez, Pietro Totis
Mapping probability word problems to executable representations. 3627-3640 - Yiming Ju, Yuanzhe Zhang, Zhixing Tian, Kang Liu, Xiaohuan Cao, Wenting Zhao, Jinlong Li, Jun Zhao:
Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations. 3641-3652 - Yuanmeng Yan, Rumei Li, Sirui Wang, Hongzhi Zhang, Daoguang Zan, Fuzheng Zhang, Wei Wu, Weiran Xu:
Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models. 3653-3660 - Jinhyuk Lee, Alexander Wettig, Danqi Chen:
Phrase Retrieval Learns Passage Retrieval, Too. 3661-3672 - Jihao Shi, Xiao Ding, Li Du, Ting Liu, Bing Qin:
Neural Natural Logic Inference for Interpretable Question Answering. 3673-3684 - Zhuosheng Zhang, Siru Ouyang, Hai Zhao, Masao Utiyama, Eiichiro Sumita:
Smoothing Dialogue States for Open Conversational Machine Reading. 3685-3696 - Zhiyu Chen
FinQA: A Dataset of Numerical Reasoning over Financial Data. 3697-3711 - Kushal Lakhotia, Bhargavi Paranjape, Asish Ghoshal, Scott Yih, Yashar Mehdad, Srini Iyer:
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation. 3712-3727 - Bill Yuchen Lin, Wenyang Gao, Jun Yan, Ryan Moreno, Xiang Ren:
RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models. 3728-3737 - Jidong Tian, Yitian Li, Wenqing Chen, Liqiang Xiao, Hao He, Yaohui Jin:
Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI. 3738-3747 - Ahmed Abbasi
Constructing a Psychometric Testbed for Fair Natural Language Processing. 3748-3758 - Xinliang Frederick Zhang, Heming Sun, Xiang Yue, Simon M. Lin, Huan Sun:
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval. 3759-3769 - Huibin Ge, Chenxi Sun, Deyi Xiong, Qun Liu:
Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context. 3770-3778 - Weinan He, Canming Huang, Yongmei Liu, Xiaodan Zhu:
WinoLogic: A Zero-Shot Logic-based Diagnostic Dataset for Winograd Schema Challenge. 3779-3789 - Ryuto Konno, Shun Kiyono, Yuichiroh Matsubayashi, Hiroki Ouchi, Kentaro Inui:
Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution. 3790-3806 - Liang Wang, Wei Zhao, Jingming Liu:
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast. 3807-3815 - Zhuang Li, Lizhen Qu, Gholamreza Haffari:
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers. 3816-3831 - Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu:
Exophoric Pronoun Resolution in Dialogues with Topic Regularization. 3832-3845 - Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo:
Context-Aware Interaction Network for Question Matching. 3846-3853 - Zichen Liu, Hongyuan Xu, Yanlong Wen, Ning Jiang, Haiying Wu, Xiaojie Yuan:
TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths. 3854-3863 - Zhichao Lin, Yueheng Sun, Meishan Zhang:
A Graph-Based Neural Model for End-to-End Frame Semantic Parsing. 3864-3874 - Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu, Ji-Rong Wen:
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models. 3875-3887 - Zhenxi Lin, Qianli Ma, Jiangyue Yan, Jieyu Chen:
CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning. 3888-3898 - Yuxiang Zhou, Lejian Liao, Yang Gao, Zhanming Jie, Wei Lu
To be Closer: Learning to Link up Aspects with Opinions. 3899-3909 - Hongjiang Jing, Zuchao Li, Hai Zhao, Shu Jiang:
Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model. 3910-3922 - Jianzhu Bao
Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph. 3923-3934 - Dayu Li, Xiaodan Zhu, Yang Li, Suge Wang, Deyu Li, Jian Liao, Jianxing Zheng:
Emotion Inference in Multi-Turn Conversations with Addressee-Aware Module and Ensemble Strategy. 3935-3941 - Han Qin, Guimin Chen, Yuanhe Tian, Yan Song:
Improving Federated Learning for Aspect-based Sentiment Analysis via Topic Memories. 3942-3954 - Ziheng Liu, Rui Xia, Jianfei Yu:
Comparative Opinion Quintuple Extraction from Product Reviews. 3955-3965 - Hang Li
CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations. 3966-3977 - Jialin Gao
Relation-aware Video Reading Comprehension for Temporal Language Grounding. 3978-3988 - Jiawei Zhao, Wei Luo, Boxing Chen, Andrew Gilman:
Mutual-Learning Improves End-to-End Speech Translation. 3989-3994 - Tiezheng Yu, Wenliang Dai, Zihan Liu, Pascale Fung:
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization. 3995-4007 - Shaoning Xiao, Long Chen
Natural Language Video Localization with Learnable Moment Proposals. 4008-4017 - Sonia Raychaudhuri, Saim Wani, Shivansh Patel, Unnat Jain, Angel X. Chang:
Language-Aligned Waypoint (LAW) Supervision for Vision-and-Language Navigation in Continuous Environments. 4018-4028 - Bo Yang, Lijun Wu:
How to leverage the multimodal EHR data for better medical prediction? 4029-4038 - Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Manabu Okumura:
Considering Nested Tree Structure in Sentence Extractive Summarization with Pre-trained Transformer. 4039-4044 - Yong Guan
Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization. 4045-4052 - Ensheng Shi, Yanlin Wang, Lun Du
CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees. 4053-4062 - Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang:
SgSum: Transforming Multi-document Summarization into Sub-graph Selection. 4063-4074 - Ruifeng Yuan, Zili Wang, Wenjie Li:
Event Graph based Sentence Fusion. 4075-4084 - Kosuke Yamada, Yuta Hitomi, Hideaki Tamori, Ryohei Sasano, Naoaki Okazaki, Kentaro Inui, Koichi Takeda:
Transformer-based Lexically Constrained Headline Generation. 4085-4090 - Haoran Li, Song Xu, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Bowen Zhou:
Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization. 4091-4101 - Zhiyuan Zeng, Jiaze Chen
Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization. 4102-4108 - Tao Ji, Yong Jiang, Tao Wang, Zhongqiang Huang, Fei Huang, Yuanbin Wu, Xiaoling Wang:
Word Reordering for Zero-shot Cross-lingual Structured Prediction. 4109-4120 - Tao Ji, Yong Jiang, Tao Wang, Zhongqiang Huang, Fei Huang, Yuanbin Wu, Xiaoling Wang:
A Unified Encoding of Structures in Transition Systems. 4121-4133 - Chenyang Lyu, Lifeng Shang, Yvette Graham, Jennifer Foster
Improving Unsupervised Question Answering via Summarization-Informed Question Generation. 4134-4148 - Jiaxin Shi, Shulin Cao, Lei Hou
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph. 4149-4158 - Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Jaydeep Sen, Mustafa Canim, Soumen Chakrabarti, Alfio Gliozzo, Karthik Sankaranarayanan:
Topic Transferable Table Question Answering. 4159-4172 - Xingyu Chen, Zihan Zhao
WebSRC: A Dataset for Web-Based Structural Reading Comprehension. 4173-4185 - Avia Efrat, Uri Shaham, Dan Kilman, Omer Levy:
Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language. 4186-4192 - Amir Saffari, Armin Oliya, Priyanka Sen
End-to-End Entity Resolution and Question Answering Using Differentiable Knowledge Graphs. 4193-4200 - Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam:
Improving Query Graph Generation for Complex Question Answering over Knowledge Base. 4201-4207 - Haozhe Ji, Minlie Huang:
DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer. 4208-4224 - Tianqiao Liu, Qiang Fang, Wenbiao Ding, Hang Li
Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations. 4225-4240 - Huiyuan Lai, Antonio Toral, Malvina Nissim:
Generic resources are what you need: Style transfer tasks without task-specific parallel training data. 4241-4254 - Yitao Cai, Yue Cao, Xiaojun Wan:
Revisiting Pivot-Based Paraphrase Generation: Language Is Not the Only Optional Pivot. 4255-4268 - Leonardo F. R. Ribeiro, Yue Zhang, Iryna Gurevych:
Structural Adapters in Pretrained Language Models for AMR-to-Text Generation. 4269-4282 - Sam Wiseman
Data-to-text Generation by Splicing Together Nearest Neighbors. 4283-4299 - Yanjie Gou, Yinjie Lei, Lingqiao Liu
Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems. 4300-4310 - Yangyang Zhao, Zhenyu Wang, Changxi Zhu, Shihan Wang:
Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy. 4311-4323 - Jinfeng Zhou, Bo Wang, Ruifang He, Yuexian Hou:
CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs. 4324-4334 - Zeming Liu
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation. 4335-4347 - Dinesh Raghu, Shantanu Agarwal, Sachindra Joshi, Mausam:
End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs. 4348-4366 - Sungjoon Park, Jiseon Kim, Seonghyeon Ye, Jaeyeol Jeon, Heeyoung Park, Alice Oh:
Dimensional Emotion Detection from Categorical Emotion. 4367-4380 - Varsha Suresh, Desmond C. Ong:
Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification. 4381-4394 - Xincheng Ju, Dong Zhang, Rong Xiao, Junhui Li, Shoushan Li, Min Zhang, Guodong Zhou:
Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection. 4395-4405 - Jian Liu, Zhiyang Teng, Leyang Cui, Hanmeng Liu, Yue Zhang:
Solving Aspect Category Sentiment Analysis as a Text Generation Task. 4406-4416 - Ting-Wei Hsu, Chung-Chi Chen, Hen-Hsen Huang
Semantics-Preserved Data Augmentation for Aspect-Based Sentiment Analysis. 4417-4422 - Jonathan Gabel Christiansen, Mathias Gammelgaard, Anders Søgaard:
The Effect of Round-Trip Translation on Fairness in Sentiment Analysis. 4423-4428 - Zixiaofan Yang, Shayan Hooshmand, Julia Hirschberg:
CHoRaL: Collecting Humor Reaction Labels from Millions of Social Media Users. 4429-4435 - Haitao Lin, Liqun Ma, Junnan Zhu, Lu Xiang
CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization. 4436-4451 - Yuan Yao, Jiaju Du, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun:
CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild. 4452-4472 - Mohammad Aliannejadi
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions. 4473-4484 - Rob van der Goot:
We Need to Talk About train-dev-test Splits. 4485-4494 - Long Doan, Linh The Nguyen, Nguyen Luong Tran, Thai Hoang, Dat Quoc Nguyen:
PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation. 4495-4503 - Min-Hsuan Yeh, Lun-Wei Ku:
Lying Through One's Teeth: A Study on Verbal Leakage Cues. 4504-4510 - Yangyi Chen, Jin Su, Wei Wei:
Multi-granularity Textual Adversarial Attack with Behavior Cloning. 4511-4526 - William Timkey, Marten van Schijndel
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality. 4527-4546 - Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, Kentaro Inui:
Incorporating Residual and Normalization Layers into Analysis of Masked Language Models. 4547-4568 - Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun:
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer. 4569-4580 - Sheng Zhang, Xin Zhang, Weiming Zhang, Anders Søgaard:
Sociolectal Analysis of Pretrained Language Models. 4581-4588 - Tomasz Limisiewicz, David Marecek:
Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes. 4589-4598 - Bingzhi Li
Are Transformers a Modern Version of ELIZA? Observations on French Object Verb Agreement. 4599-4610 - Qing Liu, Hongyu Lin, Xinyan Xiao, Xianpei Han, Le Sun, Hua Wu:
Fine-grained Entity Typing via Label Reasoning. 4611-4622 - Pan Yang, Xin Cong, Zhenyu Sun, Xingwu Liu:
Enhanced Language Representation with Label Knowledge for Span Extraction. 4623-4635 - Anna Tigunova, Paramita Mirza, Andrew Yates, Gerhard Weikum:
PRIDE: Predicting Relationships in Conversations. 4636-4650 - Ian H. Magnusson, Scott E. Friedman:
Extracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results. 4651-4658 - Emily Allaway, Shuai Wang, Miguel Ballesteros:
Sequential Cross-Document Coreference Resolution. 4659-4671 - Zaiqiao Meng, Fangyu Liu
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT. 4672-4681 - Koren Lazar, Benny Saret, Asaf Yehudai, Wayne Horowitz, Nathan Wasserman, Gabriel Stanovsky:
Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach. 4682-4691 - Jimin Hong, Taehee Kim, Hyesu Lim, Jaegul Choo:
AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain. 4692-4700 - Ananth Balashankar, Xuezhi Wang, Ben Packer, Nithum Thain, Ed H. Chi, Alex Beutel:
Can We Improve Model Robustness through Secondary Attribute Counterfactuals? 4701-4712 - Colin B. Clement, Shuai Lu, Xiaoyu Liu, Michele Tufano, Dawn Drain, Nan Duan, Neel Sundaresan, Alexey Svyatkovskiy:
Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy. 4713-4722 - Mujeen Sung, Jinhyuk Lee, Sean S. Yi, Minji Jeon, Sungdong Kim, Jaewoo Kang:
Can Language Models be Biomedical Knowledge Bases? 4723-4734 - Zilong Wang, Yiheng Xu
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. 4735-4744 - Mauricio Mazuecos, Franco M. Luque, Jorge Sánchez, Hernán Maina, Thomas Vadora, Luciana Benotti:
Region under Discussion for visual dialog. 4745-4759 - Mariella Dimiccoli, Herwig Wendt, Pau Batlle Franch:
Learning grounded word meaning representations on similarity graphs. 4760-4769 - Oana Ignat, Santiago Castro, Hanwen Miao, Weiji Li, Rada Mihalcea:
WhyAct: Identifying Action Reasons in Lifestyle Vlogs. 4770-4785 - Max Müller-Eberstein
Genre as Weak Supervision for Cross-lingual Dependency Parsing. 4786-4802 - Ofir Arviv, Dmitry Nikolaev, Taelin Karidi, Omri Abend:
On the Relation between Syntactic Divergence and Zero-Shot Performance. 4803-4817 - Zhiyang Xu, Andrew Drozdov, Jay-Yoon Lee, Tim O'Gorman, Subendhu Rongali, Dylan Finkbeiner, Shilpa Suresh, Mohit Iyyer, Andrew McCallum:
Improved Latent Tree Induction with Distant Supervision via Span Constraints. 4818-4831 - Jeremiah Milbauer
Aligning Multidimensional Worldviews and Discovering Ideological Differences. 4832-4845 - Ashutosh Baheti, Maarten Sap, Alan Ritter, Mark O. Riedl:
Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts. 4846-4862 - Kurt Shuster, Eric Michael Smith, Da Ju, Jason Weston:
Multi-Modal Open-Domain Dialogue. 4863-4883 - Ting-Wei Wu, Ruolin Su, Biing-Hwang Juang:
A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding. 4884-4896 - Ta-Chung Chi, Alexander I. Rudnicky:
Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection. 4897-4902 - Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi:
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations. 4903-4912 - Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu:
RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging. 4913-4924 - Ishaan Grover, Matthew Huggins, Cynthia Breazeal, Hae Won Park:
MRF-Chat: Improving Dialogue with Markov Random Fields. 4925-4936 - Chia-Hsuan Lee, Hao Cheng, Mari Ostendorf:
Dialogue State Tracking with a Language Model using Schema-Driven Prompting. 4937-4949 - Kayo Yin, Kenneth DeHaan, Malihe Alikhani:
Signed Coreference Resolution. 4950-4961 - Tal Schuster, Adam Fisch, Tommi S. Jaakkola, Regina Barzilay:
Consistent Accelerated Inference via Confident Adaptive Transformers. 4962-4979 - Derek Tam, Rakesh R. Menon, Mohit Bansal, Shashank Srivastava, Colin Raffel:
Improving and Simplifying Pattern Exploiting Training. 4980-4991 - David Lowell, Brian E. Howard, Zachary C. Lipton, Byron C. Wallace:
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data. 4992-5001 - Fan Bai, Alan Ritter, Wei Xu
Pre-train or Annotate? Domain Adaptation with a Constrained Budget. 5002-5015 - Ninareh Mehrabi, Pei Zhou, Fred Morstatter, Jay Pujara, Xiang Ren, Aram Galstyan:
Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources. 5016-5033 - Sunipa Dev, Tao Li, Jeff M. Phillips, Vivek Srikumar:
OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings. 5034-5050 - Wenhao Yu, Chenguang Zhu, Tong Zhao, Zhichun Guo, Meng Jiang:
Sentence-Permuted Paragraph Generation. 5051-5062 - Yuning Mao, Wenchang Ma, Deren Lei, Jiawei Han, Xiang Ren:
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation. 5063-5074 - Jianing Zhou, Suma Bhat:
Paraphrase Generation: A Survey of the State of the Art. 5075-5086 - Tianxing He, Jingzhao Zhang, Zhiming Zhou, James R. Glass:
Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation? 5087-5102 - Li Zhou, Kevin Small, Yong Zhang, Sandeep Atluri:
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning. 5103-5135 - Tong Niu, Semih Yavuz, Yingbo Zhou, Nitish Shirish Keskar, Huan Wang, Caiming Xiong:
Unsupervised Paraphrasing with Pretrained Language Models. 5136-5150 - Hengtong Zhang, Tianhang Zheng
Profanity-Avoiding Training Framework for Seq2seq Models with Certified Robustness. 5151-5161 - Xuewen Yang
Journalistic Guidelines Aware News Image Captioning. 5162-5175 - Jiao Sun, Xuezhe Ma, Nanyun Peng:
AESOP: Paraphrase Generation with Adaptive Syntactic Control. 5176-5189 - Shiran Dudy, Steven Bedrick, Bonnie Webber:
Refocusing on Relevance: Personalization in NLG. 5190-5202 - Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss:
The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction. 5203-5215 - Haoyu Wang
Learning Constraints and Descriptive Segmentation for Subevent Detection. 5216-5226 - Xuan Wang, Vivian Hu, Xiangchen Song, Shweta Garg, Jinfeng Xiao, Jiawei Han:
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision. 5227-5240 - Patrick Xia, Benjamin Van Durme:
Moving on from OntoNotes: Coreference Resolution Model Transfer. 5241-5256 - Kung-Hsiang Huang, Sam Tang, Nanyun Peng:
Document-level Entity-based Extraction as Template Generation. 5257-5269 - Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Learning Prototype Representations Across Few-Shot Tasks for Event Detection. 5270-5277 - Pengfei Yu, Heng Ji, Prem Natarajan:
Lifelong Event Detection with Knowledge Transfer. 5278-5290 - Sheng Zhang, Cliff Wong, Naoto Usuyama, Sarthak Jain, Tristan Naumann, Hoifung Poon:
Modular Self-Supervision for Document-Level Relation Extraction. 5291-5302 - Rui Wang, Ricardo Henao:
Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition. 5303-5308 - Jing Qian, Yibin Liu, Lemao Liu, Yangming Li, Haiyun Jiang, Haisong Zhang, Shuming Shi:
Fine-grained Entity Typing without Knowledge Base. 5309-5319 - Zeru Zhang, Zijie Zhang, Yang Zhou, Lingfei Wu, Sixing Wu, Xiaoying Han, Dejing Dou, Tianshi Che, Da Yan:
Adversarial Attack against Cross-lingual Knowledge Graph Alignment. 5320-5337 - Sam Brody, Sichao Wu, Adrian Benton:
Towards Realistic Few-Shot Relation Extraction. 5338-5345 - Shuguang Chen, Gustavo Aguilar, Leonardo Neves, Thamar Solorio:
Data Augmentation for Cross-Domain Named Entity Recognition. 5346-5356 - Arpita Roy, Shimei Pan:
Incorporating medical knowledge in BERT for clinical relation extraction. 5357-5366 - Rujun Han, Xiang Ren, Nanyun Peng:
ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning. 5367-5380 - Wenxuan Zhou, Muhao Chen:
Learning from Noisy Labels for Entity-Centric Information Extraction. 5381-5392 - Gihan Panapitiya, Fred Parks, Jonathan Sepulveda, Emily Saldanha
Extracting Material Property Measurement Data from Scientific Articles. 5393-5402 - Amir Pouran Ben Veyseh, Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen:
Modeling Document-Level Context for Event Detection via Important Context Selection. 5403-5413 - Minh Van Nguyen, Tuan Ngo Nguyen, Bonan Min, Thien Huu Nguyen:
Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments. 5414-5426 - Jiaming Shen, Yunyi Zhang, Heng Ji, Jiawei Han:
Corpus-based Open-Domain Event Type Induction. 5427-5440 - Tao Zhang, Congying Xia, Philip S. Yu, Zhiwei Liu, Shu Zhao:
PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition. 5441-5451 - Giulio Zhou, Jacob Devlin:
Multi-Vector Attention Models for Deep Re-ranking. 5452-5456 - Maharshi Gor, Kellie Webster, Jordan L. Boyd-Graber:
Toward Deconfounding the Effect of Entity Demographics for Question Answering Accuracy. 5457-5473 - Kaixin Ma, Filip Ilievski, Jonathan Francis, Satoru Ozaki, Eric Nyberg, Alessandro Oltramari:
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models. 5474-5483 - Mor Geva, Roei Schuster, Jonathan Berant, Omer Levy:
Transformer Feed-Forward Layers Are Key-Value Memories. 5484-5495 - Xi Ye, Rohan Nair, Greg Durrett:
Connecting Attributions and QA Model Behavior on Realistic Counterfactuals. 5496-5512 - D. Anthony Bau, Jacob Andreas:
How Do Neural Sequence Models Generalize? Local and Global Cues for Out-of-Distribution Prediction. 5513-5526 - Gregory Yauney, David Mimno:
Comparing Text Representations: A Theory-Driven Approach. 5527-5539 - Sahil Jayaram, Emily Allaway:
Human Rationales as Attribution Priors for Explainable Stance Detection. 5540-5554 - Han He, Jinho D. Choi:
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders. 5555-5577 - Xiaoli Z. Fern, Quintin Pope:
Text Counterfactuals via Latent Optimization and Shapley-Guided Search. 5578-5593 - Zihan Wang, Chengyu Dong, Jingbo Shang:
"Average" Approximates "First Principal Component"? An Empirical Analysis on Representations from Neural Language Models. 5594-5603 - Yiwen Wang, Jennifer Hu, Roger Levy, Peng Qian:
Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models. 5604-5620 - Weicheng Ma, Renze Lou, Kai Zhang
GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks. 5621-5632 - Tara Safavi, Jing Zhu, Danai Koutra
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases. 5633-5646 - Lifeng Jin, Linfeng Song, Kun Xu, Dong Yu:
Instance-adaptive training with noise-robust losses against noisy labels. 5647-5663 - Chunting Zhou, Daniel Levy, Xian Li, Marjan Ghazvininejad, Graham Neubig:
Distributionally Robust Multilingual Machine Translation. 5664-5674 - Yang Chen, Alan Ritter:
Model Selection for Cross-lingual Transfer. 5675-5687 - Ramakanth Pasunuru, Veselin Stoyanov, Mohit Bansal:
Continual Few-Shot Learning for Text Classification. 5688-5702 - Junxian He
Efficient Nearest Neighbor Language Models. 5703-5714 - Tu Vu, Minh-Thang Luong, Quoc V. Le, Grady Simon, Mohit Iyyer:
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning. 5715-5731 - Vivek Madan, Ashish Khetan, Zohar Karnin:
TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection. 5732-5746 - Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, Douwe Kiela:
Gradient-based Adversarial Attacks against Text Transformers. 5747-5757 - Sharan Narang, Hyung Won Chung, Yi Tay, Liam Fedus, Thibault Févry, Michael Matena, Karishma Malkan, Noah Fiedel, Noam Shazeer, Zhenzhong Lan, Yanqi Zhou, Wei Li, Nan Ding, Jake Marcus, Adam Roberts, Colin Raffel:
Do Transformer Modifications Transfer Across Implementations and Applications? 5758-5773 - Nitish Gupta, Sameer Singh, Matt Gardner, Dan Roth:
Paired Examples as Indirect Supervision in Latent Decision Models. 5774-5785 - Dejiao Zhang, Shang-Wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang:
Pairwise Supervised Contrastive Learning of Sentence Representations. 5786-5798 - Armen Aghajanyan, Anchit Gupta, Akshat Shrivastava, Xilun Chen, Luke Zettlemoyer, Sonal Gupta:
Muppet: Massive Multi-task Representations with Pre-Finetuning. 5799-5811 - Trapit Bansal, Karthick Prasad Gunasekaran, Tong Wang, Tsendsuren Munkhdalai, Andrew McCallum:
Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP. 5812-5824 - Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve:
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations. 5825-5832 - Alexander Jones, William Yang Wang, Kyle Mahowald:
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space. 5833-5847 - Jingfeng Yang, Federico Fancellu, Bonnie Webber, Diyi Yang:
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing. 5848-5856 - Junkun Chen, Renjie Zheng, Atsuhito Kita, Mingbo Ma, Liang Huang:
Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings. 5857-5864 - Shuo Sun, Ahmed El-Kishky, Vishrav Chaudhary, James Cross, Lucia Specia, Francisco Guzmán:
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications. 5865-5875 - Jamshidbek Mirzakhalov, Anoop Babu, Duygu Ataman, Sherzod Kariev, Francis M. Tyers, Otabek Abduraufov, Mammad Hajili, Sardana Ivanova, Abror Khaytbaev, Antonio Laverghetta Jr.
A Large-Scale Study of Machine Translation in Turkic Languages. 5876-5890 - Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea:
Analyzing the Surprising Variability in Word Embedding Stability Across Languages. 5891-5901 - Weijia Xu, Marine Carpuat:
Rule-based Morphological Inflection Improves Neural Terminology Translation. 5902-5914 - Mitchell A. Gordon, Kevin Duh, Jared Kaplan:
Data and Parameter Scaling Laws for Neural Machine Translation. 5915-5922 - Jason Wei:
Good-Enough Example Extrapolation. 5923-5929 - Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu:
Learning to Selectively Learn for Weakly-supervised Paraphrase Generation. 5930-5940 - Yang Liu, Hua Cheng, Russell Klopfer, Matthew R. Gormley, Thomas Schaaf:
Effective Convolutional Attention Network for Multi-label Clinical Document Classification. 5941-5953 - Paras Jain, Ajay Jain, Tianjun Zhang, Pieter Abbeel, Joseph Gonzalez, Ion Stoica:
Contrastive Code Representation Learning. 5954-5971 - Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer:
IGA: An Intent-Guided Authoring Assistant. 5972-5985 - Zichao Wang, Andrew S. Lan, Richard G. Baraniuk:
Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints. 5986-5999 - Yuanzhi Chen, Mohammad Rashedul Hasan:
Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning. 6000-6017 - Yingya Li, Jun Wang, Bei Yu:
Detecting Health Advice in Medical Research Literature. 6018-6029 - Zhaohui Li, Yajur Tomar, Rebecca J. Passonneau:
A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading. 6030-6040 - Saurav Manchanda, George Karypis:
Evaluating Scholarly Impact: Towards Content-Aware Bibliometrics. 6041-6053 - Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya:
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems. 6054-6063 - Naoya Inoue, Harsh Trivedi, Steven Sinha, Niranjan Balasubramanian, Kentaro Inui:
Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension. 6064-6080 - Rakesh Chada, Pradeep Natarajan:
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models. 6081-6090 - Jing Lu, Gustavo Hernández Ábrego, Ji Ma, Jianmo Ni, Yinfei Yang:
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval. 6091-6103 - Manuel R. Ciosici, Joe Cecil, Dong-Ho Lee, Alex Hedges, Marjorie Freedman, Ralph M. Weischedel:
Perhaps PTLMs Should Go to School - A Task to Assess Open Book and Closed Book QA. 6104-6111 - Xiang Deng, Yu Su, Alyssa Lees, You Wu
ReasonBERT: Pre-trained to Reason with Distant Supervision. 6112-6127 - Dan Friedman, Ben Dodge, Danqi Chen:
Single-dataset Experts for Multi-dataset Question Answering. 6128-6137 - Christopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, Danqi Chen:
Simple Entity-Centric Questions Challenge Dense Retrievers. 6138-6148 - Ansong Ni, Matt Gardner, Pradeep Dasigi:
Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization. 6149-6161 - Song Feng, Siva Sankalp Patel, Hui Wan, Sachindra Joshi:
MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents. 6162-6176 - Laiba Mehnaz, Debanjan Mahata, Rakesh Gosangi, Uma Sushmitha Gunturi
GupShup: Summarizing Open-Domain Code-Switched Conversations. 6177-6192 - Joongwon Kim, Mounica Maddela, Reno Kriz, Wei Xu
BiSECT: Learning to Split and Rephrase Sentences with Bitexts. 6193-6209 - Kenneth Church, Yuchen Bian:
Data Collection vs. Knowledge Graph Completion: What is Needed to Improve Coverage? 6210-6215 - Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve:
Universal Sentence Representation Learning with Conditional Masked Language Model. 6216-6228 - Zhisong Zhang, Emma Strubell, Eduard H. Hovy:
On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling. 6229-6246 - Tuhin Chakrabarty, Aadit Trivedi, Smaranda Muresan:
Implicit Premise Generation with Discourse-aware Commonsense Knowledge Models. 6247-6252 - Yichen Jiang, Mohit Bansal:
Inducing Transformer's Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks. 6253-6265 - Kaj Bostrom, Xinyu Zhao, Swarat Chaudhuri, Greg Durrett:
Flexible Generation of Natural Language Deductions. 6266-6278 - Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Young-Suk Lee, Radu Florian, Salim Roukos:
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing. 6279-6290 - Aman Madaan, Niket Tandon, Dheeraj Rajagopal, Peter Clark, Yiming Yang, Eduard H. Hovy:
Think about it! Improving defeasible reasoning by first modeling the question scenario. 6291-6310 - Ronald Seoh, Ian Birle, Mrinal Tak, Haw-Shiuan Chang, Brian Pinette, Alfred Hough:
Open Aspect Target Sentiment Classification with Natural Language Prompts. 6311-6322 - Shirley Anugrah Hayati, Dongyeop Kang, Lyle H. Ungar:
Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica. 6323-6331 - Yingjie Li
Improving Stance Detection with Multi-Dataset Learning and Knowledge Distillation. 6332-6345 - Jihyung Kil, Cheng Zhang, Dong Xuan, Wei-Lun Chao:
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering. 6346-6361 - Zi-Yi Dou, Nanyun Peng:
Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding. 6362-6371 - Raphaël Olivier, Bhiksha Raj:
Sequential Randomized Smoothing for Adversarially Robust Speech Recognition. 6372-6386 - Md. Kamrul Hasan, James Spann
Hitting your MARQ: Multimodal ARgument Quality Assessment in Long Debate Video. 6387-6397 - Arjun R. Akula, Spandana Gella, Keze Wang, Song-Chun Zhu, Siva Reddy:
Mind the Context: The Impact of Contextualization in Neural Module Networks for Grounding Visual Referring Expressions. 6398-6416 - Man Luo, Yankai Zeng, Pratyay Banerjee, Chitta Baral:
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering. 6417-6431 - Hyounghun Kim, Jialu Li, Mohit Bansal:
NDH-Full: Learning and Evaluating Navigational Agents on Full-Length Dialogue. 6432-6442 - Manling Li, Tengfei Ma, Mo Yu, Lingfei Wu, Tian Gao, Heng Ji, Kathleen R. McKeown:
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport. 6443-6456 - Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu:
StreamHover: Livestream Transcript Summarization and Annotation. 6457-6474 - Adrian Benton, Hanyang Li, Igor Malioutov:
Cross-Register Projection for Headline Part of Speech Tagging. 6475-6490 - Nicola De Cao
Editing Factual Knowledge in Language Models. 6491-6506 - Biao Zhang, Ivan Titov, Rico Sennrich
Sparse Attention with Linear Units. 6507-6520 - Vid Kocijan, Thomas Lukasiewicz:
Knowledge Base Completion Meets Transfer Learning. 6521-6533 - Nuno Miguel Guerreiro, André F. T. Martins:
SPECTRA: Sparse Structured Text Rationalization. 6534-6550 - Ahmad Rashid, Vasileios Lioutas, Abbas Ghaddar, Mehdi Rezagholizadeh:
Towards Zero-Shot Knowledge Distillation for Natural Language Processing. 6551-6561 - Simiao Zuo, Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Jianfeng Gao, Weizhu Chen, Tuo Zhao:
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach. 6562-6577 - Reinald Kim Amplayo, Stefanos Angelidis, Mirella Lapata:
Aspect-Controllable Opinion Summarization. 6578-6593 - Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang, Patrick Gallinari:
QuestEval: Summarization Asks for Fact-based Evaluation. 6594-6604 - Jiaao Chen, Diyi Yang:
Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization. 6605-6616 - Shiyue Zhang, Mohit Bansal:
Finding a Balanced Degree of Automation for Summary Evaluation. 6617-6632 - Shuyang Cao, Lu Wang:
CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization. 6633-6649 - Ahmet Üstün, Alexandre Berard, Laurent Besacier, Matthias Gallé:
Multilingual Unsupervised Neural Machine Translation with Denoising Adapters. 6650-6662 - Haoran Xu, Benjamin Van Durme, Kenton W. Murray
BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation. 6663-6675 - Andrea Schioppa, David Vilar, Artem Sokolov, Katja Filippova:
Controlling Machine Translation for Multiple Attributes with Additive Interventions. 6676-6696 - Yishu Miao, Phil Blunsom, Lucia Specia:
A Generative Framework for Simultaneous Machine Translation. 6697-6706 - Jinming Zhao, Philip Arthur, Gholamreza Haffari, Trevor Cohn, Ehsan Shareghi
It Is Not As Good As You Think! Evaluating Simultaneous Machine Translation on Interpretation Data. 6707-6715 - Liyan Xu, Xuchao Zhang, Xujiang Zhao, Haifeng Chen, Feng Chen, Jinho D. Choi:
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation. 6716-6723 - Shuoyang Ding, Marcin Junczys-Dowmunt, Matt Post, Philipp Koehn:
Levenshtein Training for Word-level Quality Estimation. 6724-6733 - Xingdi Yuan:
Interactive Machine Comprehension with Dynamic Knowledge Graphs. 6734-6750 - Katrin Tomanek, Vicky Zayats, Dirk Padfield, Kara Vaillancourt, Fadi Biadsy:
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech. 6751-6760 - Fuxiao Liu, Yinghan Wang
Visual News: Benchmark and Challenges in News Image Captioning. 6761-6771 - Adyasha Maharana, Mohit Bansal:
Integrating Visuospatial, Linguistic, and Commonsense Structure into Story Visualization. 6772-6786 - Hu Xu, Gargi Ghosh, Po-Yao Huang, Dmytro Okhonko, Armen Aghajanyan, Florian Metze, Luke Zettlemoyer, Christoph Feichtenhofer:
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding. 6787-6800 - Grace Luo, Trevor Darrell, Anna Rohrbach:
NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media. 6801-6817 - Zeyu Li, Yilong Qin, Zihan Liu, Wei Wang:
Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer. 6818-6830 - Song Yang, Jacopo Urbani:
Tribrid: Stance Classification with Neural Inconsistency Detection. 6831-6843 - Pranav Maneriker, Yuntian He, Srinivasan Parthasarathy:
SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant Analysis. 6844-6857 - Gaël Guibon, Matthieu Labeau, Hélène Flamein, Luce Lefeuvre, Chloé Clavel:
Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks. 6858-6870 - Zixuan Ke, Bing Liu, Hu Xu, Lei Shu:
CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks. 6871-6883 - Deyu Zhou, Jianan Wang, Linhai Zhang, Yulan He:
Implicit Sentiment Analysis with Event-centered Text Representation. 6884-6893 - Tianyu Gao, Xingcheng Yao, Danqi Chen:
SimCSE: Simple Contrastive Learning of Sentence Embeddings. 6894-6910 - Aditi Chaudhary, Kayo Yin, Antonios Anastasopoulos
When is Wall a Pared and when a Muro?: Extracting Rules Governing Lexical Selection. 6911-6929 - Lucia Donatelli, Theresa Schmidt, Debanjali Biswas
Aligning Actions Across Recipe Graphs. 6930-6942 - Timo Schick, Hinrich Schütze:
Generating Datasets with Pretrained Language Models. 6943-6951 - Martin Schmitt, Hinrich Schütze:
Continuous Entailment Patterns for Lexical Inference in Context. 6952-6959 - Avijit Thawani, Jay Pujara, Filip Ilievski:
Numeracy enhances the Literacy of Language Models. 6960-6967 - Mitch Paul Mithun, Sandeep Suntwal, Mihai Surdeanu:
Students Who Study Together Learn Better: On the Importance of Collective Knowledge Distillation for Domain Transfer in Fact Verification. 6968-6973 - Ilias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos:
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer. 6974-6996 - Sewon Min, Kenton Lee, Ming-Wei Chang, Kristina Toutanova, Hannaneh Hajishirzi:
Joint Passage Ranking for Diverse Multi-Answer Retrieval. 6997-7008 - Dheeru Dua, Cícero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh:
Generative Context Pair Selection for Multi-hop Question Answering. 7009-7015 - Arij Riabi, Thomas Scialom, Rachel Keraron, Benoît Sagot, Djamé Seddah, Jacopo Staiano:
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering. 7016-7030 - Jeonghwan Kim, Giwon Hong, Kyung-Min Kim, Junmo Kang, Sung-Hyon Myaeng:
Have You Seen That Number? Investigating Extrapolation in Question Answering Models. 7031-7037 - Ari Holtzman, Peter West, Vered Shwartz, Yejin Choi, Luke Zettlemoyer:
Surface Form Competition: Why the Highest Probability Answer Isn't Always Right. 7038-7051 - Shayne Longpre, Kartik Perisetla, Anthony Chen, Nikhil Ramesh, Chris DuBois, Sameer Singh:
Entity-Based Knowledge Conflicts in Question Answering. 7052-7063 - Devang Kulshreshtha, Robert Belfer, Iulian Vlad Serban, Siva Reddy:
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval. 7064-7078 - Dominik Schlechtweg, Nina Tahmasebi
DWUG: A large Resource of Diachronic Word Usage Graphs in Four Languages. 7079-7091 - James O'Neill, Polina Rozenshtein, Ryuichi Kiryo, Motoko Kubota, Danushka Bollegala
I Wish I Would Have Loved This One, But I Didn't - A Multilingual Dataset for Counterfactual Detection in Product Review. 7092-7108 - Anna Wegmann, Dong Nguyen
Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework. 7109-7130 - Adithya Pratapa, Antonios Anastasopoulos
Evaluating the Morphosyntactic Well-formedness of Generated Texts. 7131-7150 - Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen:
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples. 7151-7162 - Qinyuan Ye, Bill Yuchen Lin, Xiang Ren:
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP. 7163-7189 - Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa:
On the Influence of Masking Policies in Intermediate Pre-training. 7190-7202 - Autumn Toney, Aylin Caliskan:
ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries. 7203-7218 - Ananya B. Sai, Tanay Dixit, Dev Yashpal Sheth, Sreyas Mohan, Mitesh M. Khapra:
Perturbation CheckLists for Evaluating NLG Evaluation Metrics. 7219-7234 - Elizabeth Salesky
Robust Open-Vocabulary Translation from Visual Text Representations. 7235-7252 - Tuhin Chakrabarty, Arkadiy Saakyan, Smaranda Muresan:
Don't Go Far Off: An Empirical Study on Neural Poetry Translation. 7253-7265 - Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan:
Improving Multilingual Translation by Representation and Gradient Regularization. 7266-7279 - Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li:
Learning Kernel-Smoothed Machine Translation with Retrieved Examples. 7280-7290 - Minghao Wu, Yitong Li, Meng Zhang, Liangyou Li, Gholamreza Haffari, Qun Liu:
Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training. 7291-7305 - Shaolei Zhang
Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy. 7306-7317 - Ashwin Kalyan, Abhinav Kumar, Arjun Chandrasekaran, Ashish Sabharwal, Peter Clark:
How much coffee was consumed during EMNLP 2019? Fermi Problems: A New Reasoning Challenge for AI. 7318-7328 - Siddhant Garg, Alessandro Moschitti:
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering. 7329-7346 - Dheeru Dua, Pradeep Dasigi, Sameer Singh, Matt Gardner:
Learning with Instance Bundles for Reading Comprehension. 7347-7357 - Bhavana Dalvi, Peter Jansen, Oyvind Tafjord, Zhengnan Xie, Hannah Smith, Leighanna Pipatanangkura, Peter Clark:
Explaining Answers with Entailment Trees. 7358-7370 - Michael J. Q. Zhang, Eunsol Choi:
SituatedQA: Incorporating Extra-Linguistic Contexts into QA. 7371-7387 - Amanda Cercas Curry, Gavin Abercrombie, Verena Rieser
ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Detection in Conversational AI. 7388-7403 - Forough Arabshahi, Jennifer Lee, Antoine Bosselut
Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules. 7404-7418 - Haoming Jiang, Bo Dai, Mengjiao Yang, Tuo Zhao, Wei Wei:
Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach. 7419-7451 - Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon, Paul A. Crook, Bing Liu, Zhou Yu, Eunjoon Cho, Pascale Fung, Zhiguang Wang:
Continual Learning in Task-Oriented Dialogue Systems. 7452-7467 - Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic:
Multilingual and Cross-Lingual Intent Detection from Spoken Data. 7468-7475 - Harsh Jhamtani, Varun Gangal, Eduard H. Hovy, Taylor Berg-Kirkpatrick:
Investigating Robustness of Dialog Models to Popular Figurative Language Constructs. 7476-7485 - Jeffrey Zhao, Mahdis Mahdieh, Ye Zhang, Yuan Cao, Yonghui Wu:
Effective Sequence-to-Sequence Dialogue State Tracking. 7486-7493 - Jay DeYoung, Iz Beltagy, Madeleine van Zuylen, Bailey Kuehl, Lucy Lu Wang
MS\^2: Multi-Document Summarization of Medical Studies. 7494-7513 - Jack Hessel, Ari Holtzman, Maxwell Forbes, Ronan Le Bras, Yejin Choi:
CLIPScore: A Reference-free Evaluation Metric for Image Captioning. 7514-7528 - Peter Jansen, Kelly J. Smith, Dan Moreno, Huitzilin Ortiz:
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings. 7529-7542 - Rujun Han, I-Hung Hsu, Jiao Sun, Julia Baylon, Qiang Ning, Dan Roth, Nanyun Peng:
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations. 7543-7559 - Pei Zhou, Rahul Khanna, Seyeon Lee, Bill Yuchen Lin, Daniel Ho, Jay Pujara, Xiang Ren:
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms. 7560-7579 - Mingkai Deng, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu:
Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation. 7580-7605 - Julian Martin Eisenschlos, Maharshi Gor, Thomas Müller, William W. Cohen:
MATE: Multi-view Attention for Table Transformer Efficiency. 7606-7619 - Shujian Zhang, Chengyue Gong, Eunsol Choi:
Learning with Different Amounts of Annotation: From Zero to Many Labels. 7620-7632 - Tao Lei:
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute. 7633-7648 - Yimeng Wu, Mehdi Rezagholizadeh, Abbas Ghaddar, Md. Akmal Haidar, Ali Ghodsi:
Universal-KD: Attention-based Output-Grounded Intermediate Layer Knowledge Distillation. 7649-7661 - Nicola De Cao
Highly Parallel Autoregressive Entity Linking with Discriminative Correction. 7662-7669 - Vladimir Dobrovolskii:
Word-Level Coreference Resolution. 7670-7675 - Chenghong Wang, Jieren Deng, Xianrui Meng, Yijue Wang, Ji Li, Sheng Lin, Shuo Han, Fei Miao, Sanguthevar Rajasekaran, Caiwen Ding:
A Secure and Efficient Federated Learning Framework for NLP. 7676-7682 - Panupong Pasupat, Yuan Zhang, Kelvin Guu:
Controllable Semantic Parsing via Retrieval Augmentation. 7683-7698 - Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme:
Constrained Language Models Yield Few-Shot Semantic Parsers. 7699-7715 - Swarnadeep Saha, Prateek Yadav, Lisa Bauer, Mohit Bansal:
ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning. 7716-7740 - Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu:
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories. 7741-7751 - Michihiro Yasunaga, Jure Leskovec, Percy Liang:
LM-Critic: Language Models for Unsupervised Grammatical Error Correction. 7752-7763 - Nattapong Tiyajamorn, Tomoyuki Kajiwara, Yuki Arase, Makoto Onizuka:
Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation. 7764-7774 - Niklas Stoehr, Lucas Torroba Hennigen, Samin Ahbab, Robert West, Ryan Cotterell:
Classifying Dyads for Militarized Conflict Analysis. 7775-7784 - Danae Sánchez Villegas, Nikolaos Aletras:
Point-of-Interest Type Prediction using Text and Images. 7785-7797 - Ines Rehbein, Simone Paolo Ponzetto, Anna Adendorf, Oke Bahnsen, Lukas Stoetzer, Heiner Stuckenschmidt:
Come hither or go away? Recognising pre-electoral coalition signals in the news. 7798-7810 - Yuji Zhang
#HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention. 7811-7820 - Zujie Liang, Huang Hu, Can Xu, Jian Miao, Yingying He, Yining Chen, Xiubo Geng, Fan Liang, Daxin Jiang:
Learning Neural Templates for Recommender Dialogue System. 7821-7833 - Rostislav Nedelchev, Jens Lehmann, Ricardo Usbeck:
Proxy Indicators for the Quality of Open-domain Dialogues. 7834-7855 - Or Honovich, Leshem Choshen, Roee Aharoni, Ella Neeman, Idan Szpektor, Omri Abend:
$Q^2$: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering. 7856-7870 - Weizhe Lin, Bo-Hsiang Tseng, Bill Byrne
Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking. 7871-7881 - Huimin Wang, Kam-Fai Wong:
A Collaborative Multi-agent Reinforcement Learning Framework for Dialog Action Decomposition. 7882-7889 - Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Zhenpeng Zhou, Paul A. Crook, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung:
Zero-Shot Dialogue State Tracking via Cross-Task Transfer. 7890-7900 - Carel van Niekerk, Andrey Malinin, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Nurul Lubis, Shutong Feng, Milica Gasic:
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance. 7901-7914 - Yova Kementchedjhieva, Anders Søgaard:
Dynamic Forecasting of Conversation Derailment. 7915-7919 - Zongwei Liang
A Semantic Filter Based on Relations for Knowledge Graph Completion. 7920-7929 - Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck
AdapterDrop: On the Efficiency of Adapters in Transformers. 7930-7946 - Yelysei Bondarenko, Markus Nagel, Tijmen Blankevoort:
Understanding and Overcoming the Challenges of Efficient Transformer Quantization. 7947-7969 - Richard Plant
CAPE: Context-Aware Private Embeddings for Private Language Learning. 7970-7978 - David Dale, Anton Voronov, Daryna Dementieva, Varvara Logacheva, Olga Kozlova, Nikita Semenov, Alexander Panchenko:
Text Detoxification using Large Pre-trained Neural Models. 7979-7996 - Renliang Sun, Hanqi Jin, Xiaojun Wan:
Document-Level Text Simplification: Dataset, Criteria and Baseline. 7997-8013 - Muhammad Khalifa, Miguel Ballesteros, Kathleen R. McKeown:
A Bag of Tricks for Dialogue Summarization. 8014-8022 - John Lee
Paraphrasing Compound Nominalizations. 8023-8028 - Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari:
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation. 8029-8036 - Akhil Arora, Alberto García-Durán, Robert West:
Low-Rank Subspaces for Unsupervised Entity Linking. 8037-8054 - Xianming Li, Xiaotian Luo, Chenghao Dong, Daichuan Yang, Beidi Luan, Zhen He:
TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations. 8055-8064 - Xingwei Tan, Gabriele Pergola, Yulan He:
Extracting Event Temporal Relations via Hyperbolic Geometry. 8065-8077 - Jiawei Chen
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention. 8078-8088 - Asahi Ushio, Federico Liberatore
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction. 8089-8103 - Zhen Han, Gengyuan Zhang, Yunpu Ma, Volker Tresp:
Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework. 8104-8118 - Shitao Xiao, Zheng Liu, Yingxia Shao, Defu Lian, Xing Xie:
Matching-oriented Embedding Quantization For Ad-hoc Retrieval. 8119-8129 - Mengting Hu, Honglei Guo, Shiwan Zhao
Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement. 8130-8141 - Yonghao Liu
Deep Attention Diffusion Graph Neural Networks for Text Classification. 8142-8152 - Yi Huang, Buse Giledereli, Abdullatif Köksal, Arzucan Özgür, Elif Ozkirimli:
Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution. 8153-8161 - Maximilian Ahrens, Julian Ashwin, Jan-Peter Calliess, Vu Nguyen:
Bayesian Topic Regression for Causal Inference. 8162-8188 - George Chrysostomou, Nikolaos Aletras:
Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience. 8189-8200 - Mor Geva, Uri Katz
What's in Your Head? Emergent Behaviour in Multi-Task Transformer Models. 8201-8215 - Nathaniel Berger, Stefan Riezler, Sebastian Ebert, Artem Sokolov:
Don't Search for a Search Method - Simple Heuristics Suffice for Adversarial Text Attacks. 8216-8224 - Peru Bhardwaj, John D. Kelleher
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods. 8225-8239 - Anders Søgaard:
Locke's Holiday: Belief Bias in Machine Reading. 8240-8245 - Dusan Varis
Sequence Length is a Domain: Length-based Overfitting in Transformer Models. 8246-8257 - Maximilian Mozes, Max Bartolo, Pontus Stenetorp, Bennett Kleinberg, Lewis D. Griffin:
Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification. 8258-8270 - Mario Giulianelli, Arabella Sinclair, Raquel Fernández:
Is Information Density Uniform in Task-Oriented Dialogues? 8271-8283 - Tiago Pimentel, Clara Meister, Simone Teufel, Ryan Cotterell:
On Homophony and Rényi Entropy. 8284-8293 - Yiwen Chen
Synthetic Textual Features for the Large-Scale Detection of Basic-level Categories in English and Mandarin. 8294-8305 - Haohai Sun, Jialun Zhong, Yunpu Ma, Zhen Han, Kun He:
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting. 8306-8319 - Pierre Colombo, Emile Chapuis, Matthieu Labeau, Chloé Clavel:
Code-switched inspired losses for spoken dialog representations. 8320-8337 - Jia Guo, Stanley Kok:
BiQUE: Biquaternionic Embeddings of Knowledge Graphs. 8338-8351 - Zhen Han, Zifeng Ding, Yunpu Ma, Yujia Gu, Volker Tresp:
Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs. 8352-8364 - Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun:
RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. 8365-8381 - Lukas Lange, Heike Adel, Jannik Strötgen
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations. 8382-8395 - Rishabh Maheshwary, Saket Maheshwary, Vikram Pudi:
A Strong Baseline for Query Efficient Attacks in a Black Box Setting. 8396-8409 - Rémi Leblond, Jean-Baptiste Alayrac, Laurent Sifre, Miruna Pislar, Jean-Baptiste Lespiau, Ioannis Antonoglou, Karen Simonyan, Oriol Vinyals:
Machine Translation Decoding beyond Beam Search. 8410-8434 - Mingzhou Xu, Liangyou Li, Derek F. Wong, Qun Liu, Lidia S. Chao:
Document Graph for Neural Machine Translation. 8435-8448 - Alessandro Raganato, Raúl Vázquez, Mathias Creutz, Jörg Tiedemann:
An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation. 8449-8456 - Ayyoob Imani, Masoud Jalili Sabet, Lutfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze:
Graph Algorithms for Multiparallel Word Alignment. 8457-8469 - Eva Hasler, Tobias Domhan, Jonay Trénous, Ke Tran, Bill Byrne
Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation. 8470-8477 - Elena Voita, Rico Sennrich
Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT. 8478-8491 - Tao Yu, Shafiq R. Joty:
Effective Fine-Tuning Methods for Cross-lingual Adaptation. 8492-8501 - Víctor M. Sánchez-Cartagena
Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach. 8502-8516 - Denis Emelin, Rico Sennrich
Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution. 8517-8532 - Jitao Xu, François Yvon:
One Source, Two Targets: Challenges and Rewards of Dual Decoding. 8533-8546 - Mengjie Zhao
Discrete and Soft Prompting for Multilingual Models. 8547-8555 - Jiaoda Li, Duygu Ataman, Rico Sennrich
Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models. 8556-8562 - Alexandre Berard, Dain Lee, Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina:
Efficient Inference for Multilingual Neural Machine Translation. 8563-8583 - Tejas I. Dhamecha, V. Rudra Murthy, Samarth Bharadwaj, Karthik Sankaranarayanan, Pushpak Bhattacharyya:
Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages. 8584-8595 - Daria Pylypenko, Kwabena Amponsah-Kaakyire, Koel Dutta Chowdhury, Josef van Genabith, Cristina España-Bonet:
Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification. 8596-8611 - Ivan Provilkov, Andrey Malinin:
Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation. 8612-8621 - Marzieh Saeidi, Majid Yazdani, Andreas Vlachos:
Cross-Policy Compliance Detection via Question Answering. 8622-8632 - Ran Wang, Xi'ao Su, Siyu Long, Xinyu Dai, Shujian Huang, Jiajun Chen:
Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification. 8633-8646 - Harsh Gupta, Luciano Del Corro, Samuel Broscheit, Johannes Hoffart, Eliot Brenner:
Unsupervised Multi-View Post-OCR Error Correction With Language Models. 8647-8652 - Xingwei He:
Parallel Refinements for Lexically Constrained Text Generation with BART. 8653-8666 - Fei Tan, Yifan Hu, Kevin Yen, Changwei Hu:
BERT-Beta: A Proactive Probabilistic Approach to Text Moderation. 8667-8675 - Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
STaCK: Sentence Ordering with Temporal Commonsense Knowledge. 8676-8686 - David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow:
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation. 8687-8695 - Yue Wang, Weishi Wang
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation. 8696-8708 - Micheal Abaho, Danushka Bollegala
Detect and Classify - Joint Span Detection and Classification for Health Outcomes. 8709-8721 - Zheng Yuan, Shiva Taslimipoor, Christopher Davis, Christopher Bryant:
Multi-Class Grammatical Error Detection for Correction: A Tale of Two Systems. 8722-8736 - Tassilo Klein, Moin Nabi:
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models. 8737-8743 - Lukas Lange, Jannik Strötgen
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. 8744-8753 - Jingqing Zhang, Luis Bolanos, Tong Li, Ashwani Tanwar, Guilherme Freire, Xian Yang, Julia Ive, Vibhor Gupta, Yike Guo:
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case. 8754-8769 - Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Rajiv Jain:
ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring. 8770-8776 - Mika Hämäläinen, Khalid Alnajjar, Niko Partanen, Jack Rueter:
Finnish Dialect Identification: The Effect of Audio and Text. 8777-8783 - Daria Dzendzik, Jennifer Foster
English Machine Reading Comprehension Datasets: A Survey. 8784-8804 - Priyanka Sen
Expanding End-to-End Question Answering on Differentiable Knowledge Graphs with Intersection. 8805-8812 - Pierre Marion, Pawel Krzysztof Nowak, Francesco Piccinno:
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs. 8813-8829 - Max Bartolo, Tristan Thrush, Robin Jia
Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation. 8830-8848 - Nora Kassner, Oyvind Tafjord, Hinrich Schütze, Peter Clark:
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief. 8849-8861 - Jing Li, Shangping Zhong, Kaizhi Chen:
MLEC-QA: A Chinese Multi-Choice Biomedical Question Answering Dataset. 8862-8874 - Samuel Cahyawijaya, Genta Indra Winata, Bryan Wilie, Karissa Vincentio, Xiaohong Li, Adhiguna Kuncoro, Sebastian Ruder, Zhi Yuan Lim, Syafri Bahar, Masayu Leylia Khodra, Ayu Purwarianti, Pascale Fung:
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation. 8875-8898 - Xin Lv, Yixin Cao, Lei Hou
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability. 8899-8911 - Marvin Kaster, Wei Zhao, Steffen Eger:
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors. 8912-8925 - Yujian Gan, Xinyun Chen, Matthew Purver
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization. 8926-8931 - David M. Howcroft
What happens if you treat ordinal ratings as interval data? Human evaluations in NLP are even more under-powered than you think. 8932-8939 - Eva Vanmassenhove
NeuTral Rewriter: A Rule-Based and Neural Approach to Automatic Rewriting into Gender Neutral Alternatives. 8940-8948 - Tianqing Fang
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset. 8949-8964 - Ming Wang, Jianzhang Zhang, Yinglin Wang:
Enhancing the Context Representation in Similarity-based Word Sense Disambiguation. 8965-8973 - Kun Wu, Lijie Wang, Zhenghua Li, Ao Zhang, Xinyan Xiao, Hua Wu, Min Zhang, Haifeng Wang:
Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing. 8974-8983 - Irina Saparina, Anton Osokin:
SPARQLing Database Queries from Intermediate Question Decompositions. 8984-8998 - Chengjin Xu, Fenglong Su, Jens Lehmann:
Time-aware Graph Neural Network for Entity Alignment between Temporal Knowledge Graphs. 8999-9010 - Momchil Hardalov, Arnav Arora
Cross-Domain Label-Adaptive Stance Detection. 9011-9028 - Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou:
Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification. 9029-9043 - Asahi Ushio, José Camacho-Collados, Steven Schockaert:
Distilling Relation Embeddings from Pretrained Language Models. 9044-9062 - Prasetya Ajie Utama, Nafise Sadat Moosavi
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning. 9063-9074 - Chunchuan Lyu, Shay B. Cohen, Ivan Titov:
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing. 9075-9091 - Ahmed El Sheikh, Michele Bevilacqua, Roberto Navigli:
Integrating Personalized PageRank into Neural Word Sense Disambiguation. 9092-9098 - Koustava Goswami, Sourav Dutta, Haytham Assem, Theodorus Fransen
Cross-lingual Sentence Embedding using Multi-Task Learning. 9099-9113 - Nikolay Arefyev, Dmitry Kharchev, Artem Shelmanov:
NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis. 9114-9124 - Yiming Chen, Yan Zhang, Chen Zhang, Grandee Lee, Ran Cheng, Haizhou Li:
Revisiting Self-training for Few-shot Learning of Language Model. 9125-9135 - Johanna Björklund, Adam Dahlgren Lindström, Frank Drewes:
Bridging Perception, Memory, and Inference through Semantic Relations. 9136-9142 - Xiaobao Guo, Adams Wai-Kin Kong, Huan Zhou, Xianfeng Wang, Min Wang:
Unimodal and Crossmodal Refinement Network for Multimodal Sequence Fusion. 9143-9153 - Matan Orbach, Orith Toledo-Ronen, Artem Spector, Ranit Aharonov, Yoav Katz, Noam Slonim:
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews. 9154-9173 - Samuel Mensah, Kai Sun
An Empirical Study on Leveraging Position Embeddings for Target-oriented Opinion Words Extraction. 9174-9179 - Wei Han, Hui Chen, Soujanya Poria:
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis. 9180-9192 - Zeguan Xiao, Jiarun Wu, Qingliang Chen, Congjian Deng:
BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification. 9193-9200 - Ayush Jain, Shashank Srivastava:
Does Social Pressure Drive Persuasion in Online Fora? 9201-9208 - Wenxuan Zhang, Yang Deng
Aspect Sentiment Quad Prediction as Paraphrase Generation. 9209-9219 - Wenxuan Zhang, Ruidan He, Haiyun Peng, Lidong Bing, Wai Lam:
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching. 9220-9230 - Sven Buechel, Luise Modersohn, Udo Hahn:
Towards Label-Agnostic Emotion Embeddings. 9231-9249 - Yun Ma, Yangbin Chen, Xudong Mao, Qing Li:
Collaborative Learning of Bidirectional Decoders for Unsupervised Text Style Transfer. 9250-9266 - Yun Ma, Qing Li:
Exploring Non-Autoregressive Text Style Transfer. 9267-9278 - Rajdeep Mukherjee, Tapas Nayak, Yash Butala, Sourangshu Bhattacharya, Pawan Goyal:
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction. 9279-9291 - Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou:
Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos. 9292-9301 - Daizong Liu, Xiaoye Qu, Pan Zhou:
Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding. 9302-9311 - Vincent Micheli, François Fleuret:
Language Models are Few-Shot Butlers. 9312-9318 - Yunbin Tu, Liang Li, Chenggang Yan, Shengxiang Gao, Zhengtao Yu:
R\^3Net: Relation-embedded Representation Reconstruction Network for Change Captioning. 9319-9329 - Alberto Testoni, Raffaella Bernardi:
Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy. 9330-9338 - Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma:
A Unified Speaker Adaptation Approach for ASR. 9339-9349 - Efrat Blaier, Itzik Malkiel, Lior Wolf:
Caption Enriched Samples for Improving Hateful Memes Detection. 9350-9358 - Potsawee Manakul, Mark J. F. Gales:
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems. 9359-9368 - Moussa Kamal Eddine, Antoine J.-P. Tixier, Michalis Vazirgiannis:
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model. 9369-9390 - Alireza Salemi, Emad Kebriaei, Ghazal Neisi Minaei, Azadeh Shakery:
ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization. 9391-9407 - Laura Perez-Beltrachini, Mirella Lapata:
Models and Datasets for Cross-Lingual Summarisation. 9408-9423 - Arthur Brazinskas, Mirella Lapata, Ivan Titov:
Learning Opinion Summarizers by Selecting Informative Reviews. 9424-9442 - Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan:
Enriching and Controlling Global Semantics for Text Summarization. 9443-9456 - Joachim Wagner, Jennifer Foster
Revisiting Tri-training of Dependency Parsers. 9457-9473 - Liwen Wang, Xuefeng Li, Jiachi Liu, Keqing He, Yuanmeng Yan, Weiran Xu:
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling. 9474-9480 - Chengyue Jiang, Zijian Jin
Neuralizing Regular Expressions for Slot Filling. 9481-9498 - Zhijing Jin, Julius von Kügelgen, Jingwei Ni, Tejas Vaidhya, Ayush Kaushal, Mrinmaya Sachan, Bernhard Schölkopf:
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP. 9499-9513 - Runxin Xu, Fuli Luo, Zhiyuan Zhang, Chuanqi Tan, Baobao Chang, Songfang Huang, Fei Huang:
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning. 9514-9528 - Mojtaba Nayyeri, Chengjin Xu, Franca Hoffmann, Mirza Mohtashim Alam, Jens Lehmann, Sahar Vahdati:
Knowledge Graph Representation Learning using Ordinary Differential Equations. 9529-9548 - Luisa März, Ehsaneddin Asgari, Fabienne Braune, Franziska Zimmermann, Benjamin Roth:
KnowMAN: Weakly Supervised Multinomial Adversarial Networks. 9549-9557 - Fanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, Maosong Sun:
ONION: A Simple and Effective Defense Against Textual Backdoor Attacks. 9558-9566 - Ankit Gupta, Jonathan Berant:
Value-aware Approximate Attention. 9567-9574 - Zhenrui Yue, Bernhard Kratzwald, Stefan Feuerriegel:
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora. 9575-9593 - Rajarshi Das, Manzil Zaheer, Dung Thai, Ameya Godbole, Ethan Perez, Jay Yoon Lee, Lizhen Tan, Lazaros Polymenakos, Andrew McCallum:
Case-based Reasoning for Natural Language Queries over Knowledge Bases. 9594-9611 - Chen Zhao, Chenyan Xiong, Jordan L. Boyd-Graber, Hal Daumé III:
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation. 9612-9622 - Chenglei Si, Chen Zhao, Jordan L. Boyd-Graber:
What's in a Name? Answer Equivalence For Open-Domain Question Answering. 9623-9629 - Pedro Rodriguez, Jordan L. Boyd-Graber:
Evaluation Paradigms in Question Answering. 9630-9642 - Hadeel Al-Negheimish, Pranava Madhyastha, Alessandra Russo:
Numerical reasoning in machine reading comprehension tasks: are we there yet? 9643-9649 - Dianbo Sui, Chenhao Wang
Set Generation Networks for End-to-End Knowledge Base Population. 9650-9660 - Kailong Hao, Botao Yu, Wei Hu:
Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction. 9661-9672 - Lingyong Yan
Progressive Adversarial Learning for Bootstrapping: A Case Study on Entity Set Expansion. 9673-9682 - Guoshun Nan, Jiaqi Zeng, Rui Qiao
Uncovering Main Causalities for Long-tailed Information Extraction. 9683-9695 - Bowen Yu, Yucheng Wang, Tingwen Liu, Hongsong Zhu, Limin Sun, Bin Wang:
Maximal Clique Based Non-Autoregressive Open Information Extraction. 9696-9706 - Jun Zhao, Tao Gui, Qi Zhang, Yaqian Zhou:
A Relation-Oriented Clustering Method for Open Relation Extraction. 9707-9718 - Kazuaki Hanawa, Ryo Nagata, Kentaro Inui:
Exploring Methods for Generating Feedback Comments for Writing Learning. 9719-9730 - Jiawei Liu
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. 9731-9741 - Chengyu Wang, Haojie Pan, Minghui Qiu, Jun Huang, Fei Yang
Meta Distant Transfer Learning for Pre-trained Language Models. 9742-9752 - Kewei Cheng, Ziqing Yang, Ming Zhang, Yizhou Sun:
UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference. 9753-9771 - Lingyun Feng, Minghui Qiu, Yaliang Li, Haitao Zheng, Ying Shen:
Wasserstein Selective Transfer Learning for Cross-domain Text Mining. 9772-9783 - Jiaqi Bai, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Zhoujun Li
Jointly Learning to Repair Code and Generate Commit Message. 9784-9795 - Haoliang Liu, Tan Yu, Ping Li:
Inflate and Shrink: Enriching and Reducing Interactions for Fast Text-Image Retrieval. 9796-9809 - Meng Cao, Long Chen
On Pursuit of Designing Multi-modal Transformer for Video Grounding. 9810-9823 - Ben Bogin, Shivanshu Gupta, Matt Gardner, Jonathan Berant:
COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images. 9824-9846 - Stella Frank, Emanuele Bugliarello
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers. 9847-9857 - Ramit Sawhney, Megh Thakkar, Shivam Agarwal, Di Jin, Diyi Yang, Lucie Flek:
HypMix: Hyperbolic Interpolative Data Augmentation. 9858-9868 - Long Bai
Integrating Deep Event-Level and Script-Level Information for Script Event Prediction. 9869-9878 - Daniela Brook Weiss, Paul Roit, Ayal Klein, Ori Ernst, Ido Dagan:
QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions. 9879-9894 - Torsten Scholak, Nathan Schucher, Dzmitry Bahdanau:
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models. 9895-9901 - Marco Di Giovanni, Marco Brambilla
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings. 9902-9910 - Shahab Raji, Gerard de Melo:
Guilt by Association: Emotion Intensities in Lexical Representations. 9911-9917 - Sky CH-Wang, David Jurgens:
Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender. 9918-9938 - Shamik Roy, Maria Leonor Pacheco
Identifying Morality Frames in Political Tweets using Relational Learning. 9939-9958 - Jiaxin Pei, David Jurgens:
Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications. 9959-10011 - Yupei Du, Qixiang Fang
Assessing the Reliability of Word Embedding Gender Bias Measures. 10012-10034 - Hongzhan Lin, Jing Ma, Mingfei Cheng
Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks. 10035-10047 - Jiseon Kim, Elden Griggs, In Song Kim, Alice Oh:
Learning Bill Similarity with Annotated and Augmented Corpora of Bills. 10048-10064 - Federico Bianchi, Marco Marelli, Paolo Nicoli, Matteo Palmonari:
SWEAT: Scoring Polarization of Topics across Different Corpora. 10065-10072 - Anirudh Mittal, Pranav Jeevan, Prerak Gandhi, Diptesh Kanojia, Pushpak Bhattacharyya:
"So You Think You're Funny?": Rating the Humour Quotient in Standup Comedy. 10073-10079 - Roma Patel, Ellie Pavlick:
"Was it "stated" or was it "claimed"?: How linguistic bias affects generative language models. 10080-10095 - Lele Cao
PAUSE: Positive and Annealed Unlabeled Sentence Embedding. 10096-10107 - Maarten De Raedt
A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders. 10108-10114 - Neil Rathi, Michael Hahn
An Information-Theoretic Characterization of Morphological Fusion. 10115-10120 - Yuchen Lian, Arianna Bisazza, Tessa Verhoef
The Effect of Efficient Messaging and Input Variability on Neural-Agent Iterated Language Learning. 10121-10129 - Erik Körner
On Classifying whether Two Texts are on the Same Side of an Argument. 10130-10138 - Ranran Zhen, Rui Wang, Guohong Fu, Chengguo Lv, Meishan Zhang:
Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study. 10139-10149 - Daniel Varab, Natalie Schluter:
MassiveSumm: a very large-scale, very multilingual, news summarisation dataset. 10150-10161 - Sharmila Reddy Nangi, Atharv Tyagi, Jay Mundra, Sagnik Mukherjee, Raj Snehal, Niyati Chhaya, Aparna Garimella:
AUTOSUMM: Automatic Model Creation for Text Summarization. 10162-10172 - Raksha Shenoy, Nico Herbig, Antonio Krüger
Investigating the Helpfulness of Word-Level Quality Estimation for Post-Editing Machine Translation Output. 10173-10185 - Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder:
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts. 10186-10203 - Vilém Zouhar, Martin Popel, Ondrej Bojar, Ales Tamchyna:
Neural Machine Translation Quality and Post-Editing Performance. 10204-10214 - Sebastian Ruder, Noah Constant, Jan A. Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, Melvin Johnson:
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation. 10215-10245 - Jannis Vamvas
Contrastive Conditioning for Assessing Disambiguation in MT: A Case Study of Distilled Bias. 10246-10265 - Sarah Wiegreffe, Ana Marasovic, Noah A. Smith:
Measuring Association Between Labels and Free-Text Rationales. 10266-10284 - Soumya Sanyal, Xiang Ren:
Discretized Integrated Gradients for Explaining Language Models. 10285-10299 - Taelin Karidi, Yichu Zhou, Nathan Schneider, Omri Abend, Vivek Srikumar:
Putting Words in BERT's Mouth: Navigating Contextualized Vector Spaces with Pseudowords. 10300-10313 - Keyon Vafa, Yuntian Deng, David M. Blei, Alexander M. Rush
Rationales for Sequential Predictions. 10314-10332 - Han Guo, Nazneen Rajani, Peter Hase, Mohit Bansal, Caiming Xiong:
FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging. 10333-10350 - Nikolay Malkin, Sameera Lanka, Pranav Goel, Nebojsa Jojic:
Studying word order through iterative shuffling. 10351-10366 - Yu Meng
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training. 10367-10378 - Sarthak Dash, Gaetano Rossiello
Open Knowledge Graphs Canonicalization using Variational Autoencoders. 10379-10394 - Sanxing Chen, Xiaodong Liu, Jianfeng Gao, Jian Jiao, Ruofei Zhang, Yangfeng Ji:
HittER: Hierarchical Transformers for Knowledge Graph Embeddings. 10395-10407 - Jiaxin Huang, Chunyuan Li, Krishan Subudhi, Damien Jose, Shobana Balakrishnan, Weizhu Chen, Baolin Peng, Jianfeng Gao, Jiawei Han:
Few-Shot Named Entity Recognition: An Empirical Baseline Study. 10408-10423 - Ahmed El-Kishky, Adithya Renduchintala, James Cross, Francisco Guzmán, Philipp Koehn:
XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment. 10424-10430 - Haoyang Wen, Heng Ji:
Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction. 10431-10437 - Bruno Taillé, Vincent Guigue, Geoffrey Scoutheeten, Patrick Gallinari:
Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction. 10438-10449 - Pierre Colombo, Guillaume Staerman, Chloé Clavel, Pablo Piantanida:
Automatic Text Evaluation through the Lens of Wasserstein Barycenters. 10450-10466 - Fangyu Liu
Visually Grounded Reasoning across Languages and Cultures. 10467-10485 - Yanai Elazar, Hongming Zhang, Yoav Goldberg, Dan Roth:
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema. 10486-10500 - Vera Provatorova, Samarth Bhargav
Robustness Evaluation of Entity Disambiguation Using Prior Probes: the Case of Entity Overshadowing. 10501-10510 - Rahmad Mahendra, Alham Fikri Aji, Samuel Louvan, Fahrurrozi Rahman, Clara Vania:
IndoNLI: A Natural Language Inference Dataset for Indonesian. 10511-10527 - Elisa Leonardelli, Stefano Menini, Alessio Palmero Aprosio, Marco Guerini, Sara Tonelli:
Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators' Disagreement. 10528-10539 - Milos Stanojevic
A Root of a Problem: Optimizing Single-Root Dependency Parsing. 10540-10557 - Ran Zmigrod, Tim Vieira, Ryan Cotterell:
Efficient Sampling of Dependency Structure. 10558-10569 - Daniel Fernández-González
Reducing Discontinuous to Continuous Parsing with Pointer Network Reordering. 10570-10578 - Yoshihide Kato, Shigeki Matsubara:
A New Representation for Span-based CCG Parsing. 10579-10584 - Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, Iryna Gurevych:
What to Pre-Train on? Efficient Intermediate Task Selection. 10585-10605 - Peng Chen:
PermuteFormer: Efficient Relative Position Encoding for Long Sequences. 10606-10618 - François Lagunas, Ella Charlaix, Victor Sanh, Alexander M. Rush
Block Pruning For Faster Transformers. 10619-10629 - Jungo Kasai, Hao Peng, Yizhe Zhang, Dani Yogatama, Gabriel Ilharco, Nikolaos Pappas, Yi Mao, Weizhu Chen, Noah A. Smith:
Finetuning Pretrained Transformers into RNNs. 10630-10643 - Peter Izsak, Moshe Berchansky, Omer Levy:
How to Train BERT with an Academic Budget. 10644-10652 - Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei:
Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression. 10653-10659 - Fajri Koto, Jey Han Lau, Timothy Baldwin:
IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization. 10660-10668 - Bruce W. Lee, Yoo Sung Jang, Jason Hyung-Jong Lee:
Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features. 10669-10686 - Udit Arora, William Huang, He He:
Types of Out-of-Distribution Texts and How to Detect Them. 10687-10701 - Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata Mukherjee:
Self-training with Few-shot Rationalization. 10702-10712 - Itzik Malkiel, Lior Wolf:
MTAdam: Automatic Balancing of Multiple Training Loss Terms. 10713-10729 - Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán:
Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large. 10730-10745 - Xinghua Zhang
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning. 10746-10757 - Nick McKenna, Liane Guillou
Multivalent Entailment Graphs for Question Answering. 10758-10768 - Somnath Basu Roy Chowdhury, Faeze Brahman, Snigdha Chaturvedi:
Is Everything in Order? A Simple Way to Order Sentences. 10769-10779 - Vivek Iyer, Arvind Agarwal, Harshit Kumar:
VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment. 10780-10792 - Inbar Oren, Jonathan Herzig, Jonathan Berant:
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization. 10793-10809 - Caterina Lacerra, Rocco Tripodi
GeneSis: A Generative Approach to Substitutes in Context. 10810-10823 - Dustin Wright, Isabelle Augenstein
Semi-Supervised Exaggeration Detection of Health Science Press Releases. 10824-10836 - Shufan Wang, Laure Thompson, Mohit Iyyer:
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration. 10837-10851 - Filip Miletic
Detecting Contact-Induced Semantic Shifts: What Can Embedding-Based Methods Do in Practice? 10852-10865
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