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NAACL-HLT 2022: Seattle, WA, USA
- Marine Carpuat, Marie-Catherine de Marneffe, Iván Vladimir Meza Ruíz:
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, Seattle, WA, United States, July 10-15, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-71-1 - Frontmatter.
- Mitchell Abrams, Matthias Scheutz:
Social Norms Guide Reference Resolution. 1-11 - Alice Martin, Guillaume Quispe, Charles Ollion, Sylvain Le Corff
, Florian Strub, Olivier Pietquin:
Learning Natural Language Generation with Truncated Reinforcement Learning. 12-37 - Sathish Reddy Indurthi, Mohd Abbas Zaidi
Language Model Augmented Monotonic Attention for Simultaneous Translation. 38-45 - Maartje ter Hoeve, Julia Kiseleva, Maarten de Rijke:
What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research. 46-75 - Xun Yuan, Derek Pham, Sam Davidson, Zhou Yu:
ErAConD: Error Annotated Conversational Dialog Dataset for Grammatical Error Correction. 76-84 - Katherine Stasaski, Marti A. Hearst:
Semantic Diversity in Dialogue with Natural Language Inference. 85-98 - S. K. Hong, Tae Young Jang:
LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification. 99-106 - Jiangang Bai, Yujing Wang, Hong Sun, Ruonan Wu, Tianmeng Yang, Pengfei Tang, Defu Cao, Mingliang Zhang, Yunhai Tong, Yaming Yang, Jing Bai, Ruofei Zhang, Hao Sun, Wei Shen:
Enhancing Self-Attention with Knowledge-Assisted Attention Maps. 107-115 - Anton Chernyavskiy, Dmitry Ilvovsky, Pavel Kalinin, Preslav Nakov:
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks. 116-126 - Alexander Spangher, Xiang Ren, Jonathan May
NewsEdits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge. 127-157 - Samee Ibraheem, Gaoyue Zhou, John DeNero:
Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia. 158-168 - Jingfeng Yang, Le Zhang, Diyi Yang:
SUBS: Subtree Substitution for Compositional Semantic Parsing. 169-174 - Paul Röttger, Bertie Vidgen, Dirk Hovy, Janet B. Pierrehumbert:
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks. 175-190 - Zijie Zeng, Xinyu Li, Dragan Gasevic, Guanliang Chen:
Do Deep Neural Nets Display Human-like Attention in Short Answer Scoring? 191-205 - Yu Li, Baolin Peng, Yelong Shen, Yi Mao, Lars Liden, Zhou Yu, Jianfeng Gao:
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation. 206-218 - Rui Feng, Chen Luo, Qingyu Yin, Bing Yin, Tuo Zhao, Chao Zhang:
CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data. 219-230 - Barea Sinno, Bernardo Oviedo, Katherine Atwell, Malihe Alikhani, Junyi Jessy Li:
Political Ideology and Polarization: A Multi-dimensional Approach. 231-243 - Hongyin Luo, Shang-Wen Li, Mingye Gao, Seunghak Yu, James R. Glass:
Cooperative Self-training of Machine Reading Comprehension. 244-257 - Ali Modarressi, Mohsen Fayyaz, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar:
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers. 258-271 - Shu Liu, Kaiwen Li, Zuhe Li:
A Robustly Optimized BMRC for Aspect Sentiment Triplet Extraction. 272-278 - Yu Zhang, Yu Meng, Xuan Wang, Sheng Wang, Jiawei Han:
Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds. 279-290 - Xu Wang, Simin Fan, Jessica Houghton, Lu Wang:
Towards Process-Oriented, Modular, and Versatile Question Generation that Meets Educational Needs. 291-302 - Gati L. Martin, Medard Edmund Mswahili, Young-Seob Jeong, Jiyoung Woo:
SwahBERT: Language Model of Swahili. 303-313 - Kaitlyn Zhou, Su Lin Blodgett, Adam Trischler, Hal Daumé III, Kaheer Suleman, Alexandra Olteanu:
Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications. 314-324 - Sajad Sotudeh, Nazli Goharian:
TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation. 325-335 - Saiteja Kosgi, Sarath Sivaprasad, Niranjan Pedanekar, Anil Nelakanti, Vineet Gandhi:
Empathic Machines: Using Intermediate Features as Levers to Emulate Emotions in Text-To-Speech Systems. 336-347 - Henrik Voigt, Özge Alaçam, Monique Meuschke, Kai Lawonn, Sina Zarrieß:
The Why and The How: A Survey on Natural Language Interaction in Visualization. 348-374 - Hao Huang, Xiubo Geng, Guodong Long, Daxin Jiang:
Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding. 375-384 - Tom Knoll, Francesco Moramarco, Alex Papadopoulos-Korfiatis, Rachel Young, Claudia Ruffini, Mark Perera, Christian Perstl, Ehud Reiter
User-Driven Research of Medical Note Generation Software. 385-394 - Nikita Sorokin, Dmitry Abulkhanov, Irina Piontkovskaya, Valentin Malykh:
Ask Me Anything in Your Native Language. 395-406 - Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li:
Diversifying Neural Dialogue Generation via Negative Distillation. 407-418 - Jiahao Xu
On Synthetic Data for Back Translation. 419-430 - Ruijia Cheng, Alison Smith-Renner, Ke Zhang, Joel R. Tetreault, Alejandro Jaimes-Larrarte:
Mapping the Design Space of Human-AI Interaction in Text Summarization. 431-455 - Sharan Narasimhan, Suvodip Dey, Maunendra Sankar Desarkar:
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer. 456-474 - Vivian Lai, Alison Smith-Renner, Ke Zhang, Ruijia Cheng, Wenjuan Zhang, Joel R. Tetreault, Alejandro Jaimes-Larrarte:
An Exploration of Post-Editing Effectiveness in Text Summarization. 475-493 - Jessy Lin, Geza Kovacs, Aditya Shastry, Joern Wuebker, John DeNero:
Automatic Correction of Human Translations. 494-507 - Jun Yan, Yang Xiao, Sagnik Mukherjee, Bill Yuchen Lin, Robin Jia
On the Robustness of Reading Comprehension Models to Entity Renaming. 508-520 - Jamar L. Sullivan Jr., William Brackenbury, Andrew McNut, Kevin Bryson, Kwam Byll, Yuxin Chen, Michael L. Littman, Chenhao Tan, Blase Ur:
Explaining Why: How Instructions and User Interfaces Impact Annotator Rationales When Labeling Text Data. 521-531 - Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam:
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization. 532-542 - Xueqing Wu, Kung-Hsiang Huang, Yi R. Fung, Heng Ji:
Cross-document Misinformation Detection based on Event Graph Reasoning. 543-558 - Zhekun Luo, Shalini Ghosh, Devin Guillory, Keizo Kato, Trevor Darrell, Huijuan Xu:
Disentangled Action Recognition with Knowledge Bases. 559-572 - Vishakh Padmakumar, He He:
Machine-in-the-Loop Rewriting for Creative Image Captioning. 573-586 - Yong Xie
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction. 587-599 - Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan:
Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations. 600-606 - Minghao Zhu
Non-Autoregressive Neural Machine Translation with Consistency Regularization Optimized Variational Framework. 607-617 - Bashar Alhafni, Nizar Habash, Houda Bouamor:
User-Centric Gender Rewriting. 618-631 - Sarah Wiegreffe, Jack Hessel, Swabha Swayamdipta, Mark O. Riedl, Yejin Choi:
Reframing Human-AI Collaboration for Generating Free-Text Explanations. 632-658 - Benfeng Xu, Quan Wang, Yajuan Lyu, Yabing Shi, Yong Zhu, Jie Gao, Zhendong Mao:
EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction. 659-665 - Hung-yi Lee, Shang-Wen Li, Thang Vu:
Meta Learning for Natural Language Processing: A Survey. 666-684 - Devamanyu Hazarika, Yingting Li, Bo Cheng, Shuai Zhao, Roger Zimmermann, Soujanya Poria:
Analyzing Modality Robustness in Multimodal Sentiment Analysis. 685-696 - Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie:
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation. 697-716 - Xiaolei Huang
Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification. 717-723 - Ankita Pasad, Felix Wu, Suwon Shon, Karen Livescu, Kyu Jeong Han:
On the Use of External Data for Spoken Named Entity Recognition. 724-737 - Ramya Ramakrishnan, Hashan Buddhika Narangodage, Mauro Schilman, Kilian Q. Weinberger, Ryan McDonald:
Long-term Control for Dialogue Generation: Methods and Evaluation. 738-753 - Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang:
Learning Dialogue Representations from Consecutive Utterances. 754-768 - Zeerak Talat, Hagen Blix
On the Machine Learning of Ethical Judgments from Natural Language. 769-779 - Ximing Lu, Sean Welleck, Peter West, Liwei Jiang, Jungo Kasai, Daniel Khashabi, Ronan Le Bras, Lianhui Qin, Youngjae Yu, Rowan Zellers, Noah A. Smith, Yejin Choi:
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics. 780-799 - Machel Reid, Mikel Artetxe:
PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining. 800-810 - Rohit Sridhar, Diyi Yang:
Explaining Toxic Text via Knowledge Enhanced Text Generation. 811-826 - Angelica Chen, Vicky Zayats, Daniel D. Walker, Dirk Padfield:
Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection. 827-838 - Yoonseok Yang, Kyu Seok Kim, Minsam Kim, Juneyoung Park:
GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering. 839-851 - Toshiki Kawamoto, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura:
Generating Repetitions with Appropriate Repeated Words. 852-859 - Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Yossi Adi, Juan Miguel Pino, Jiatao Gu, Wei-Ning Hsu:
Textless Speech-to-Speech Translation on Real Data. 860-872 - Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah:
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding. 873-899 - Farima Fatahi Bayat
CompactIE: Compact Facts in Open Information Extraction. 900-910 - Hyounghun Kim, Abhay Zala, Mohit Bansal:
CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination. 911-923 - Harish Tayyar Madabushi
Abstraction not Memory: BERT and the English Article System. 924-931 - Zhengbao Jiang, Yi Mao, Pengcheng He, Graham Neubig, Weizhu Chen:
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering. 932-942 - Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Provably Confidential Language Modelling. 943-955 - Liangke Gui, Borui Wang, Qiuyuan Huang, Alexander Hauptmann, Yonatan Bisk, Jianfeng Gao:
KAT: A Knowledge Augmented Transformer for Vision-and-Language. 956-968 - Sebastian Schuster
When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it. 969-982 - Adyasha Maharana, Mohit Bansal:
On Curriculum Learning for Commonsense Reasoning. 983-992 - Puneet Mathur, Vlad I. Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu, Franck Dernoncourt, Quan Hung Tran, Ani Nenkova, Dinesh Manocha, Rajiv Jain:
DocTime: A Document-level Temporal Dependency Graph Parser. 993-1009 - David Wan, Mohit Bansal:
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization. 1010-1028 - Bhanu Pratap Singh Rawat, Samuel Kovaly, Hong Yu, Wilfred R. Pigeon:
ScAN: Suicide Attempt and Ideation Events Dataset. 1029-1040 - Vijit Malik, Sunipa Dev, Akihiro Nishi, Nanyun Peng, Kai-Wei Chang:
Socially Aware Bias Measurements for Hindi Language Representations. 1041-1052 - Anirudh Mittal, Yufei Tian, Nanyun Peng:
AmbiPun: Generating Humorous Puns with Ambiguous Context. 1053-1062 - Mao Yan Chen, Siheng Li, Yujiu Yang
EmpHi: Generating Empathetic Responses with Human-like Intents. 1063-1074 - Elior Sulem, Jamaal Hay, Dan Roth:
Yes, No or IDK: The Challenge of Unanswerable Yes/No Questions. 1075-1085 - Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramón Fernandez Astudillo:
Inducing and Using Alignments for Transition-based AMR Parsing. 1086-1098 - Xiang Zhou, Shiyue Zhang, Mohit Bansal:
Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging? 1099-1114 - Yuling Gu, Bhavana Dalvi, Peter Clark:
DREAM: Improving Situational QA by First Elaborating the Situation. 1115-1127 - Rachit Bansal, Milan Aggarwal, Sumit Bhatia, Jivat Neet Kaur, Balaji Krishnamurthy:
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer. 1128-1143 - Jiaoda Li, Ryan Cotterell, Mrinmaya Sachan:
Probing via Prompting. 1144-1157 - Kun Qian, Satwik Kottur, Ahmad Beirami, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar:
Database Search Results Disambiguation for Task-Oriented Dialog Systems. 1158-1173 - Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau:
Unsupervised Slot Schema Induction for Task-oriented Dialog. 1174-1193 - Abraham Sanders, Tomek Strzalkowski, Mei Si, Albert Chang, Deepanshu Dey, Jonas Braasch, Dakuo Wang:
Towards a Progression-Aware Autonomous Dialogue Agent. 1194-1212 - Juan Diego Rodriguez, Todd Hay, David Gros, Zain Shamsi
Cross-Domain Detection of GPT-2-Generated Technical Text. 1213-1233 - Neha Nayak Kennard, Tim O'Gorman, Rajarshi Das, Akshay Sharma, Chhandak Bagchi, Matthew Clinton, Pranay Kumar Yelugam, Hamed Zamani, Andrew McCallum:
DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions. 1234-1249 - Haonan Li, Martin Tomko, Maria Vasardani, Timothy Baldwin:
MultiSpanQA: A Dataset for Multi-Span Question Answering. 1250-1260 - Shanqing Cai, Subhashini Venugopalan, Katrin Tomanek, Ajit Narayanan, Meredith Ringel Morris, Michael P. Brenner:
Context-Aware Abbreviation Expansion Using Large Language Models. 1261-1275 - Yang Trista Cao, Anna Sotnikova, Hal Daumé III, Rachel Rudinger
Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models. 1276-1295 - Max Müller-Eberstein
Sort by Structure: Language Model Ranking as Dependency Probing. 1296-1307 - Arturo Oncevay, Duygu Ataman, Niels van Berkel, Barry Haddow, Alexandra Birch, Johannes Bjerva
Quantifying Synthesis and Fusion and their Impact on Machine Translation. 1308-1321 - Deeksha Varshney, Akshara Prabhakar
Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation. 1322-1335 - Alexandra Chronopoulou, Matthew E. Peters, Jesse Dodge:
Efficient Hierarchical Domain Adaptation for Pretrained Language Models. 1336-1351 - Hannah Kirk
Hatemoji: A Test Suite and Adversarially-Generated Dataset for Benchmarking and Detecting Emoji-Based Hate. 1352-1368 - Kabir Ahuja, Monojit Choudhury, Sandipan Dandapat:
On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data. 1369-1384 - Haiyan Yin, Dingcheng Li, Ping Li:
Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning. 1385-1395 - Patrick Fernandes, António Farinhas, Ricardo Rei
Quality-Aware Decoding for Neural Machine Translation. 1396-1412 - Orion Weller, Marc Marone, Vladimir Braverman, Dawn J. Lawrie, Benjamin Van Durme:
Pretrained Models for Multilingual Federated Learning. 1413-1421 - Yue Yu
AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models. 1422-1436 - Zhenyu Zhang, Yuming Zhao, Meng Chen, Xiaodong He:
Label Anchored Contrastive Learning for Language Understanding. 1437-1449 - Rujun Han, Hong Chen, Yufei Tian, Nanyun Peng:
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts. 1450-1470 - Felix Drinkall, Stefan Zohren, Janet B. Pierrehumbert:
Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts. 1471-1484 - Rahul Kumar, Sandeep Mathias, Sriparna Saha, Pushpak Bhattacharyya:
Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays. 1485-1495 - Miguel Arana-Catania, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims. 1496-1511 - Ao Jia, Yu He, Yazhou Zhang, Sagar Uprety, Dawei Song, Christina Lioma:
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding. 1512-1522 - Jiaxin Yu, Deqing Yang, Shuyu Tian:
Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction. 1523-1529 - Giscard Biamby, Grace Luo, Trevor Darrell, Anna Rohrbach:
Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation. 1530-1549 - Yuchen Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Rico Sennrich
BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation. 1550-1565 - Lixing Zhu, Zheng Fang
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media. 1566-1580 - Fedor Moiseev, Zhe Dong, Enrique Alfonseca, Martin Jaggi:
SKILL: Structured Knowledge Infusion for Large Language Models. 1581-1588 - Karolina Stanczak
Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models. 1589-1598 - Jiahao Cao, Rui Liu, Huailiang Peng, Lei Jiang, Xu Bai:
Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis. 1599-1609 - Simiao Zuo, Qingru Zhang, Chen Liang, Pengcheng He, Tuo Zhao, Weizhu Chen:
MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation. 1610-1623 - Xiaobing Sun, Wei Lu:
Implicit n-grams Induced by Recurrence. 1624-1639 - Nihir Vedd, Zixu Wang, Marek Rei, Yishu Miao, Lucia Specia:
Guiding Visual Question Generation. 1640-1654 - Yongwei Zhou, Junwei Bao, Chaoqun Duan, Haipeng Sun, Jiahui Liang, Yifan Wang, Jing Zhao, Youzheng Wu, Xiaodong He, Tiejun Zhao:
OPERA: Operation-Pivoted Discrete Reasoning over Text. 1655-1666 - Yun-Zhu Song, Yi-Syuan Chen, Hong-Han Shuai:
Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness. 1667-1681 - Hao Zhou, Gongshen Liu, Kewei Tu:
Improving Constituent Representation with Hypertree Neural Networks. 1682-1692 - Pieter Delobelle, Ewoenam Kwaku Tokpo
Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models. 1693-1706 - Yahui Liu, Haoping Yang, Chen Gong, Qingrong Xia, Zhenghua Li, Min Zhang:
MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset. 1707-1717 - Bishal Santra, Sumegh Roychowdhury, Aishik Mandal, Vasu Gurram, Atharva Naik, Manish Gupta, Pawan Goyal:
Representation Learning for Conversational Data using Discourse Mutual Information Maximization. 1718-1734 - Chuyun Deng, Mingxuan Liu, Yue Qin, Jia Zhang, Hai-Xin Duan, Donghong Sun:
ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model. 1735-1746 - Kexun Zhang, Rui Wang, Xu Tan, Junliang Guo, Yi Ren, Tao Qin, Tie-Yan Liu:
A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation. 1747-1757 - Ramit Sawhney, Ritesh Soun, Shrey Pandit, Megh Thakkar, Sarvagya Malaviya, Yuval Pinter
CIAug: Equipping Interpolative Augmentation with Curriculum Learning. 1758-1764 - Ori Ernst, Avi Caciularu, Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Jacob Goldberger, Ido Dagan:
Proposition-Level Clustering for Multi-Document Summarization. 1765-1779 - Jindrich Helcl, Barry Haddow, Alexandra Birch:
Non-Autoregressive Machine Translation: It's Not as Fast as it Seems. 1780-1790 - Marinela Parovic, Goran Glavas, Ivan Vulic, Anna Korhonen:
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. 1791-1799 - Xiao Ao, Danae Sanchez Villegas, Daniel Preotiuc-Pietro, Nikolaos Aletras:
Combining Humor and Sarcasm for Improving Political Parody Detection. 1800-1807 - Zihan Zhao
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages. 1808-1821 - Rilwan Adewoyin, Ritabrata Dutta, Yulan He:
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators. 1822-1835 - Rajat Kumar, Mayur Patidar, Vaibhav Varshney, Lovekesh Vig, Gautam Shroff:
Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering. 1836-1853 - Daniela Brook Weiss, Paul Roit, Ori Ernst, Ido Dagan:
Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations. 1854-1860 - Tobias Domhan, Eva Hasler, Ke Tran, Sony Trenous, Bill Byrne
The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation. 1861-1874 - Anne Lauscher
MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting. 1875-1889 - I-Hung Hsu, Kuan-Hao Huang
DEGREE: A Data-Efficient Generation-Based Event Extraction Model. 1890-1908 - Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Daxin Jiang:
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling. 1909-1923 - Jinpeng Hu, Yaling Shen, Yang Liu, Xiang Wan, Tsung-Hui Chang:
Hero-Gang Neural Model For Named Entity Recognition. 1924-1936 - Jianhai Zhang, Mieradilijiang Maimaiti, Gao Xing, Yuanhang Zheng, Ji Zhang:
MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification. 1937-1946 - Soravit Changpinyo, Doron Kukliansky, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut:
All You May Need for VQA are Image Captions. 1947-1963 - Muhammad Reza Qorib, Seung-Hoon Na
Frustratingly Easy System Combination for Grammatical Error Correction. 1964-1974 - Wenhan Xiong, Barlas Oguz, Anchit Gupta, Xilun Chen, Diana Liskovich, Omer Levy, Scott Yih, Yashar Mehdad:
Simple Local Attentions Remain Competitive for Long-Context Tasks. 1975-1986 - Si-An Chen, Jie-Jyun Liu, Tsung-Han Yang, Hsuan-Tien Lin, Chih-Jen Lin:
Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN. 1987-2000 - Rajat Agarwal, Varun Khurana, Karish Grover, Mukesh K. Mohania, Vikram Goyal:
Multi-Relational Graph Transformer for Automatic Short Answer Grading. 2001-2012 - Xiaomeng Jin, Manling Li, Heng Ji:
Event Schema Induction with Double Graph Autoencoders. 2013-2025 - Changyoon Lee, Yeon Seonwoo, Alice Oh:
CS1QA: A Dataset for Assisting Code-based Question Answering in an Introductory Programming Course. 2026-2040 - Kemal Kurniawan
Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data. 2041-2054 - Guangyi Liu
Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation. 2055-2078 - Shufan Wang, Fangyuan Xu, Laure Thompson, Eunsol Choi, Mohit Iyyer:
Modeling Exemplification in Long-form Question Answering via Retrieval. 2079-2092 - Eyup Halit Yilmaz, Cagri Toraman:
D2U: Distance-to-Uniform Learning for Out-of-Scope Detection. 2093-2108 - Yizhu Liu, Qi Jia, Kenny Q. Zhu:
Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio. 2109-2115 - Marzieh S. Tahaei, Ella Charlaix, Vahid Partovi Nia, Ali Ghodsi, Mehdi Rezagholizadeh:
KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation. 2116-2127 - Sanghwan Bae, Dong-Hyun Kwak, Sungdong Kim, Donghoon Ham, Soyoung Kang, Sang-Woo Lee, Woo-Myoung Park:
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models. 2128-2150 - Xiaochen Wang, Yue Wang:
Sentence-Level Resampling for Named Entity Recognition. 2151-2165 - Ryoma Sato:
Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem. 2166-2172 - Chenhao Tan:
On the Diversity and Limits of Human Explanations. 2173-2188 - Sheng Zhang, Jin Wang, Haitao Jiang, Rui Song:
Locally Aggregated Feature Attribution on Natural Language Model Understanding. 2189-2201 - Nidhi Vakil, Hadi Amiri:
Generic and Trend-aware Curriculum Learning for Relation Extraction. 2202-2213 - Kelly Marchisio, Markus Freitag, David Grangier:
On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation. 2214-2225 - Akari Asai, Matt Gardner, Hannaneh Hajishirzi:
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks. 2226-2243 - Yu Jin Kim, Beong-woo Kwak, Youngwook Kim
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning. 2244-2257 - Xueliang Zhao, Tingchen Fu, Chongyang Tao, Wei Wu, Dongyan Zhao, Rui Yan:
Learning to Express in Knowledge-Grounded Conversation. 2258-2273 - Dian Yu, Ben Zhou, Dong Yu:
End-to-End Chinese Speaker Identification. 2274-2285 - Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. 2286-2299 - Albert Webson, Ellie Pavlick:
Do Prompt-Based Models Really Understand the Meaning of Their Prompts? 2300-2344 - Kexin Wang, Nandan Thakur, Nils Reimers, Iryna Gurevych:
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval. 2345-2360 - Qinyuan Ye, Madian Khabsa, Mike Lewis, Sinong Wang, Xiang Ren, Aaron Jaech:
Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models. 2361-2375 - Patrick Huber, Giuseppe Carenini:
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models. 2376-2394 - Yuxin Xiao, Zecheng Zhang
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction. 2395-2409 - Naoki Otani, Michael Gamon, Sujay Kumar Jauhar, Mei Yang, Sri Raghu Malireddi, Oriana Riva:
LITE: Intent-based Task Representation Learning Using Weak Supervision. 2410-2424 - Spencer Braun, Oleg V. Vasilyev, Neslihan Iskender, John Bohannon:
Does Summary Evaluation Survive Translation to Other Languages? 2425-2435 - Tulika Saha, Saichethan Miriyala Reddy, Anindya Sundar Das, Sriparna Saha, Pushpak Bhattacharyya:
A Shoulder to Cry on: Towards A Motivational Virtual Assistant for Assuaging Mental Agony. 2436-2449 - Forrest Sheng Bao, Ge Luo, Hebi Li, Minghui Qiu, Yinfei Yang, Youbiao He, Cen Chen:
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling. 2450-2458 - Gábor Berend:
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations. 2459-2471 - Proyag Pal
Cheat Codes to Quantify Missing Source Information in Neural Machine Translation. 2472-2477 - Bradley Hauer, Grzegorz Kondrak:
WiC = TSV = WSD: On the Equivalence of Three Semantic Tasks. 2478-2486 - Ayush Kaushal, Kyle Mahowald:
What do tokens know about their characters and how do they know it? 2487-2507 - Alexander R. Fabbri, Xiaojian Wu, Srini Iyer, Haoran Li, Mona T. Diab:
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization. 2508-2520 - Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti:
Paragraph-based Transformer Pre-training for Multi-Sentence Inference. 2521-2531 - Nasim Nouri:
Text Style Transfer via Optimal Transport. 2532-2541 - Vishakh Padmakumar, Leonard Lausen, Miguel Ballesteros, Sheng Zha, He He, George Karypis:
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning. 2542-2550 - Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Ido Dagan, Yael Amsterdamer
Interactive Query-Assisted Summarization via Deep Reinforcement Learning. 2551-2568 - Nasim Nouri:
Data Augmentation with Dual Training for Offensive Span Detection. 2569-2575 - Peyman Passban, Tanya G. Roosta, Rahul Gupta, Ankit Chadha, Clement Chung:
Training Mixed-Domain Translation Models via Federated Learning. 2576-2586 - Alexander R. Fabbri, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong:
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization. 2587-2601 - Hadas Orgad, Seraphina Goldfarb-Tarrant, Yonatan Belinkov:
How Gender Debiasing Affects Internal Model Representations, and Why It Matters. 2602-2628 - Tianyu Liu, Yuchen Eleanor Jiang, Ryan Cotterell, Mrinmaya Sachan:
A Structured Span Selector. 2629-2641 - James Y. Huang, Bangzheng Li, Jiashu Xu, Muhao Chen:
Unified Semantic Typing with Meaningful Label Inference. 2642-2654 - Ohad Rubin, Jonathan Herzig, Jonathan Berant:
Learning To Retrieve Prompts for In-Context Learning. 2655-2671 - Esma Balkir, Isar Nejadgholi, Kathleen C. Fraser, Svetlana Kiritchenko:
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection. 2672-2686 - Ori Ram, Gal Shachaf, Omer Levy, Jonathan Berant, Amir Globerson:
Learning to Retrieve Passages without Supervision. 2687-2700 - Michael R. Glass, Gaetano Rossiello
Re2G: Retrieve, Rerank, Generate. 2701-2715 - Jonathan Rusert, Padmini Srinivasan:
Don't sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks. 2716-2725 - Rahul Sharma
Federated Learning with Noisy User Feedback. 2726-2739 - Masahiro Kaneko, Aizhan Imankulova, Danushka Bollegala
Gender Bias in Masked Language Models for Multiple Languages. 2740-2750 - Orith Toledo-Ronen, Matan Orbach, Yoav Katz, Noam Slonim:
Multi-Domain Targeted Sentiment Analysis. 2751-2762 - Prasetya Ajie Utama, Joshua Bambrick, Nafise Sadat Moosavi, Iryna Gurevych:
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization. 2763-2776 - Besnik Fetahu, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi:
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition. 2777-2790 - Sewon Min, Mike Lewis, Luke Zettlemoyer, Hannaneh Hajishirzi:
MetaICL: Learning to Learn In Context. 2791-2809 - Sha Li, Mahdi Namazifar, Di Jin, Mohit Bansal, Heng Ji, Yang Liu, Dilek Hakkani-Tur:
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs. 2810-2823 - Sarah Alnegheimish, Alicia Guo, Yi Sun:
Using Natural Sentence Prompts for Understanding Biases in Language Models. 2824-2830 - Ninareh Mehrabi, Ahmad Beirami, Fred Morstatter, Aram Galstyan:
Robust Conversational Agents against Imperceptible Toxicity Triggers. 2831-2847 - Weiyan Shi, Aiqi Cui, Evan Li, Ruoxi Jia, Zhou Yu:
Selective Differential Privacy for Language Modeling. 2848-2859 - Dylan Ebert, Chen Sun, Ellie Pavlick:
Do Trajectories Encode Verb Meaning? 2860-2871 - Avi Caciularu, Ido Dagan, Jacob Goldberger, Arman Cohan
Long Context Question Answering via Supervised Contrastive Learning. 2872-2879 - Victoria Yaneva, Janet Mee, Le An Ha, Polina Harik, Michael Jodoin, Alex Mechaber:
The USMLE® Step 2 Clinical Skills Patient Note Corpus. 2880-2886 - Huda Hakami, Mona Hakami, Angrosh Mandya, Danushka Bollegala
Learning to Borrow- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion. 2887-2898 - Tom Ayoola, Joseph Fisher, Andrea Pierleoni:
Improving Entity Disambiguation by Reasoning over a Knowledge Base. 2899-2912 - Jiarui Yao, Nianwen Xue, Bonan Min:
Modal Dependency Parsing via Language Model Priming. 2913-2919 - Wang Xu, Kehai Chen, Lili Mou, Tiejun Zhao:
Document-Level Relation Extraction with Sentences Importance Estimation and Focusing. 2920-2929 - Yang Xiao, Jinlan Fu, See-Kiong Ng, Pengfei Liu:
Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification. 2930-2941 - Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan:
Triggerless Backdoor Attack for NLP Tasks with Clean Labels. 2942-2952 - Antoine Chaffin, Vincent Claveau, Ewa Kijak:
PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding. 2953-2967 - Hanhao Qu, Yu Cao, Jun Gao, Liang Ding, Ruifeng Xu:
Interpretable Proof Generation via Iterative Backward Reasoning. 2968-2981 - Quanyu Long, Tianze Luo, Wenya Wang
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation. 2982-2995 - Haixia Chai, Michael Strube:
Incorporating Centering Theory into Neural Coreference Resolution. 2996-3002 - Hai-Ming Xu, Lingqiao Liu
Progressive Class Semantic Matching for Semi-supervised Text Classification. 3003-3013 - Xiangyang Li, Xiang Long
Low Resource Style Transfer via Domain Adaptive Meta Learning. 3014-3026 - Alan Ramponi, Sara Tonelli:
Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection. 3027-3040 - Hanzhang Zhou, Kezhi Mao:
Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss. 3041-3052 - David Ifeoluwa Adelani, Jesujoba O. Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Emezue, Colin Leong, Michael Beukman
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. 3053-3070 - Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi:
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis. 3071-3081 - Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Firoj Alam, Abdul Rafae Khan, Jia Xu:
Analyzing Encoded Concepts in Transformer Language Models. 3082-3101 - Patrick S. H. Lewis, Barlas Oguz, Wenhan Xiong, Fabio Petroni, Scott Yih, Sebastian Riedel:
Boosted Dense Retriever. 3102-3117 - Yue Zhang, Zhenghua Li, Zuyi Bao, Jiacheng Li, Bo Zhang, Chen Li, Fei Huang, Min Zhang:
MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction. 3118-3130 - Nayeon Lee, Yejin Bang, Tiezheng Yu, Andrea Madotto, Pascale Fung:
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias. 3131-3148 - Shumpei Inoue, Tsungwei Liu, Son Nguyen, Minh-Tien Nguyen:
Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation. 3149-3158 - Shikhar Bharadwaj, Shirish K. Shevade:
Efficient Constituency Tree based Encoding for Natural Language to Bash Translation. 3159-3168 - Garam Lee, Minsoo Kim, Jai Hyun Park, Seung-won Hwang, Jung Hee Cheon:
Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption. 3169-3175 - Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Kewei Tu:
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition. 3176-3189 - Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg:
A Dataset for N-ary Relation Extraction of Drug Combinations. 3190-3203 - Zeming Chen
Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding. 3204-3219 - Subba Reddy Oota, Jashn Arora, Veeral Agarwal, Mounika Marreddy, Manish Gupta, Bapi Raju Surampudi
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? 3220-3237 - Leonardo F. R. Ribeiro, Mengwen Liu, Iryna Gurevych, Markus Dreyer, Mohit Bansal:
FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations. 3238-3253 - John Sie Yuen Lee
Unsupervised Paraphrasability Prediction for Compound Nominalizations. 3254-3263 - Ikuya Yamada, Koki Washio, Hiroyuki Shindo, Yuji Matsumoto:
Global Entity Disambiguation with BERT. 3264-3271 - Zixian Huang, Ao Wu, Jiaying Zhou, Yu Gu, Yue Zhao, Gong Cheng:
Clues Before Answers: Generation-Enhanced Multiple-Choice QA. 3272-3287 - Xiangyang Liu, Tianxiang Sun
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline. 3288-3303 - Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang:
Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting. 3304-3318 - Yifan Wang, Jing Zhao, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He:
LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking. 3319-3328 - Pei Chen, Haotian Xu, Cheng Zhang
Crossroads, Buildings and Neighborhoods: A Dataset for Fine-grained Location Recognition. 3329-3339 - Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan:
Tricks for Training Sparse Translation Models. 3340-3345 - Zhexin Zhang, Jiaxin Wen, Jian Guan, Minlie Huang:
Persona-Guided Planning for Controlling the Protagonist's Persona in Story Generation. 3346-3361 - Xuming Hu, Zhijiang Guo, Guanyu Wu, Aiwei Liu, Lijie Wen, Philip S. Yu:
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking. 3362-3376 - Hung Le, Nancy F. Chen, Steven C. H. Hoi:
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems. 3377-3393 - Hung Le, Nancy F. Chen, Steven C. H. Hoi:
Multimodal Dialogue State Tracking. 3394-3415 - Yongjie Wang, Chuang Wang, Ruobing Li, Hui Lin:
On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation. 3416-3425 - Connor Baumler, Rachel Rudinger
Recognition of They/Them as Singular Personal Pronouns in Coreference Resolution. 3426-3432 - Prashanth Vijayaraghavan, Soroush Vosoughi:
TWEETSPIN: Fine-grained Propaganda Detection in Social Media Using Multi-View Representations. 3433-3448 - Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis:
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis. 3449-3456 - Luyao Shi, Tanveer F. Syeda-Mahmood, Tyler Baldwin:
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation. 3457-3463 - Jungo Kasai, Keisuke Sakaguchi, Lavinia Dunagan, Jacob Morrison, Ronan Le Bras, Yejin Choi, Noah A. Smith:
Transparent Human Evaluation for Image Captioning. 3464-3478 - Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, Xian Li, James Cross, Sebastian Riedel, Mikel Artetxe:
Lifting the Curse of Multilinguality by Pre-training Modular Transformers. 3479-3495 - Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, Tim O'Gorman, Young-Suk Lee, Jeffrey Flanigan
DocAMR: Multi-Sentence AMR Representation and Evaluation. 3496-3505 - Junyi Li, Tianyi Tang
Learning to Transfer Prompts for Text Generation. 3506-3518 - Junyi Li, Tianyi Tang
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models. 3519-3539 - Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Lavinia Dunagan, Jacob Morrison, Alexander R. Fabbri, Yejin Choi, Noah A. Smith:
Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand. 3540-3557 - Mingda Chen, Jingfei Du, Ramakanth Pasunuru, Todor Mihaylov, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva:
Improving In-Context Few-Shot Learning via Self-Supervised Training. 3558-3573 - Jae Sung Park, Sheng Shen, Ali Farhadi, Trevor Darrell, Yejin Choi, Anna Rohrbach:
Exposing the Limits of Video-Text Models through Contrast Sets. 3574-3586 - Yufei Tian, Nanyun Peng:
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features. 3587-3597 - John Lalor, Yi Yang, Kendall Smith, Nicole Forsgren, Ahmed Abbasi
Benchmarking Intersectional Biases in NLP. 3598-3609 - Ameet Deshpande, Partha Talukdar, Karthik Narasimhan:
When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer. 3610-3623 - Stephanie Brandl, Ruixiang Cui
How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns. 3624-3630 - Daniel Khashabi, Xinxi Lyu, Sewon Min, Lianhui Qin, Kyle Richardson, Sean Welleck, Hannaneh Hajishirzi, Tushar Khot, Ashish Sabharwal, Sameer Singh, Yejin Choi:
Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts. 3631-3643 - Benjamin Hsu, Graham Horwood:
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities. 3644-3655 - Chenxuan Cui, Katherine J. Zhang
Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese. 3656-3669 - Robert L. Logan IV, Alexandre Passos, Sameer Singh, Ming-Wei Chang:
FRUIT: Faithfully Reflecting Updated Information in Text. 3670-3686 - Chia-Chien Hung, Anne Lauscher
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog. 3687-3703 - Simeng Sun, Katherine Thai, Mohit Iyyer:
ChapterBreak: A Challenge Dataset for Long-Range Language Models. 3704-3714 - Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, Christopher Potts, Matei Zaharia:
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction. 3715-3734 - Martijn Bartelds
Quantifying Language Variation Acoustically with Few Resources. 3735-3741 - Nafise Sadat Moosavi, Quentin Delfosse, Kristian Kersting, Iryna Gurevych:
Adaptable Adapters. 3742-3753 - Max Bartolo, Tristan Thrush, Sebastian Riedel, Pontus Stenetorp, Robin Jia
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants. 3754-3767 - Haoyu Cao, Jiefeng Ma, Antai Guo, Yiqing Hu, Hao Liu, Deqiang Jiang, Yinsong Liu, Bo Ren:
GMN: Generative Multi-modal Network for Practical Document Information Extraction. 3768-3778 - Chenze Shao, Xuanfu Wu, Yang Feng:
One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation. 3779-3791 - Howard Chen, Jacqueline He, Karthik Narasimhan, Danqi Chen:
Can Rationalization Improve Robustness? 3792-3805 - Tingting Ma, Qianhui Wu, Zhiwei Yu, Tiejun Zhao, Chin-Yew Lin:
On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning. 3806-3818 - Uri Berger, Gabriel Stanovsky, Omri Abend, Lea Frermann:
A Computational Acquisition Model for Multimodal Word Categorization. 3819-3835 - Vyas Raina, Mark J. F. Gales:
Residue-Based Natural Language Adversarial Attack Detection. 3836-3848 - Juhyuk Lee, Min-Joong Lee, June Yong Yang, Eunho Yang:
Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods. 3849-3858 - Yue Fang, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Bo Long, Yanyan Lan, Yanquan Zhou:
From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization. 3859-3869 - Sosuke Nishikawa, Ryokan Ri, Ikuya Yamada, Yoshimasa Tsuruoka, Isao Echizen:
EASE: Entity-Aware Contrastive Learning of Sentence Embedding. 3870-3885 - Zihan Zhang
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics. 3886-3893 - Jianguo Mao, Wenbin Jiang, Xiangdong Wang, Zhifan Feng, Yajuan Lyu, Hong Liu, Yong Zhu:
Dynamic Multistep Reasoning based on Video Scene Graph for Video Question Answering. 3894-3904 - Or Honovich, Roee Aharoni, Jonathan Herzig, Hagai Taitelbaum, Doron Kukliansky, Vered Cohen, Thomas Scialom, Idan Szpektor, Avinatan Hassidim, Yossi Matias:
TRUE: Re-evaluating Factual Consistency Evaluation. 3905-3920 - Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Knowledge Inheritance for Pre-trained Language Models. 3921-3937 - Pengzhi Gao, Zhongjun He, Hua Wu, Haifeng Wang:
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation. 3938-3948 - Yusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan
On Transferability of Prompt Tuning for Natural Language Processing. 3949-3969 - Meihan Tong, Bin Xu, Shuai Wang, Meihuan Han, Yixin Cao, Jiangqi Zhu, Siyu Chen
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction. 3970-3982 - Koel Dutta Chowdhury, Rricha Jalota, Cristina España-Bonet, Josef van Genabith:
Towards Debiasing Translation Artifacts. 3983-3991 - Benjamin Minixhofer, Fabian Paischer, Navid Rekabsaz:
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models. 3992-4006 - Yu Wang, Vijay Srinivasan, Hongxia Jin:
A New Concept of Knowledge based Question Answering (KBQA) System for Multi-hop Reasoning. 4007-4017 - Chaitanya Agarwal, Vivek Gupta, Anoop Kunchukuttan, Manish Shrivastava:
Bilingual Tabular Inference: A Case Study on Indic Languages. 4018-4037 - Hongyi Yuan, Zheng Yuan, Sheng Yu:
Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning. 4038-4048 - Linzhi Wu, Pengjun Xie, Jie Zhou, Meishan Zhang, Chunping Ma, Guangwei Xu, Min Zhang:
Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting. 4049-4060 - Ramy Eskander, Cass Lowry, Sujay Khandagale, Judith Klavans, Maria Polinsky, Smaranda Muresan:
Unsupervised Stem-based Cross-lingual Part-of-Speech Tagging for Morphologically Rich Low-Resource Languages. 4061-4072 - Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Optimising Equal Opportunity Fairness in Model Training. 4073-4084 - Siyu Ren, Kenny Q. Zhu:
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval. 4085-4090 - Jingyi You, Dongyuan Li, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura:
Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization. 4091-4104 - Fengzhu Zeng, Wei Gao:
Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset. 4105-4117 - Wongyu Kim, Youbin Ahn, Donghyun Kim, Kyong-Ho Lee:
Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances. 4118-4128 - Wenqian Zhang, Shangbin Feng, Zilong Chen, Zhenyu Lei, Jundong Li, Minnan Luo:
KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media. 4129-4140 - Jihyuk Kim, Minsoo Kim, Seung-won Hwang:
Collective Relevance Labeling for Passage Retrieval. 4141-4147 - Abhinav Joshi
COGMEN: COntextualized GNN based Multimodal Emotion recognitioN. 4148-4164 - Yanan Wu, Keqing He, Yuanmeng Yan, QiXiang Gao, Zhiyuan Zeng, Fujia Zheng, Lulu Zhao, Huixing Jiang, Wei Wu, Weiran Xu:
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold. 4165-4179 - Yang Yan, Junda Ye, Zhongbao Zhang, Liwen Wang:
AISFG: Abundant Information Slot Filling Generator. 4180-4187 - Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor
Improving negation detection with negation-focused pre-training. 4188-4193 - Vivek Kumar, Rishabh Maheshwary, Vikram Pudi:
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers. 4194-4206 - Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Scott Yih, Yoon Kim, James R. Glass:
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. 4207-4218 - Junjie Li, Jianfei Yu, Rui Xia:
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction. 4219-4229 - Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan:
ProQA: Structural Prompt-based Pre-training for Unified Question Answering. 4230-4243 - Seoyeon Park, Cornelia Caragea:
A Data Cartography based MixUp for Pre-trained Language Models. 4244-4250 - Tomohiro Yamasaki:
Grapheme-to-Phoneme Conversion for Thai using Neural Regression Models. 4251-4255 - Siyu Lai, Zhen Yang, Fandong Meng, Xue Zhang, Yufeng Chen, Jinan Xu, Jie Zhou:
Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation. 4256-4266 - Yisi Sang, Xiangyang Mou, Mo Yu, Shunyu Yao, Jing Li, Jeffrey M. Stanton:
TVShowGuess: Character Comprehension in Stories as Speaker Guessing. 4267-4287 - Zhengxuan Wu, Atticus Geiger, Joshua Rozner, Elisa Kreiss, Hanson Lu, Thomas Icard, Christopher Potts, Noah D. Goodman:
Causal Distillation for Language Models. 4288-4295 - James Lee-Thorp, Joshua Ainslie, Ilya Eckstein, Santiago Ontañón:
FNet: Mixing Tokens with Fourier Transforms. 4296-4313 - Wenxuan Zhou, Qiang Ning, Heba Elfardy, Kevin Small, Muhao Chen:
Answer Consolidation: Formulation and Benchmarking. 4314-4325 - Jacob Eisenstein:
Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language. 4326-4331 - Zi-Yi Dou, Nanyun Peng:
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation. 4332-4340 - Linlu Qiu, Peter Shaw, Panupong Pasupat, Pawel Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova:
Improving Compositional Generalization with Latent Structure and Data Augmentation. 4341-4362 - Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen:
Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies. 4363-4374 - Jakob Prange, Nathan Schneider, Lingpeng Kong:
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling. 4375-4391 - Yujie Lu, Wanrong Zhu
Imagination-Augmented Natural Language Understanding. 4392-4402 - Mikael Brunila, Jack LaViolette:
What company do words keep? Revisiting the distributional semantics of J.R. Firth & Zellig Harris. 4403-4417 - Wenting Zhao, Konstantine Arkoudas, Weiqi Sun, Claire Cardie:
Compositional Task-Oriented Parsing as Abstractive Question Answering. 4418-4427 - Yulong Li, Martin Franz, Md. Arafat Sultan, Bhavani Iyer, Young-Suk Lee, Avirup Sil:
Learning Cross-Lingual IR from an English Retriever. 4428-4436 - Emmy Liu
Testing the Ability of Language Models to Interpret Figurative Language. 4437-4452 - Sheshera Mysore
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity. 4453-4470 - Siddharth Verma, Justin Fu, Sherry Yang, Sergey Levine:
CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning. 4471-4491 - Yanpeng Zhao, Jack Hessel, Youngjae Yu, Ximing Lu, Rowan Zellers, Yejin Choi:
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer. 4492-4507 - Atijit Anuchitanukul, Julia Ive:
SURF: Semantic-level Unsupervised Reward Function for Machine Translation. 4508-4522 - Washington Garcia, Hamilton Scott Clouse, Kevin R. B. Butler:
Disentangling Categorization in Multi-agent Emergent Communication. 4523-4540 - Raghav Gupta, Harrison Lee, Jeffrey Zhao, Yuan Cao, Abhinav Rastogi, Yonghui Wu:
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue. 4541-4549 - Ian Porada, Alessandro Sordoni, Jackie Chi Kit Cheung:
Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge. 4550-4557 - Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea:
Using Paraphrases to Study Properties of Contextual Embeddings. 4558-4568 - Xuezhi Wang, Haohan Wang, Diyi Yang:
Measure and Improve Robustness in NLP Models: A Survey. 4569-4586 - Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili:
Learning to Generate Examples for Semantic Processing Tasks. 4587-4601 - Peter West, Chandra Bhagavatula, Jack Hessel, Jena D. Hwang, Liwei Jiang, Ronan Le Bras, Ximing Lu, Sean Welleck, Yejin Choi:
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models. 4602-4625 - Martin Josifoski, Nicola De Cao
GenIE: Generative Information Extraction. 4626-4643 - Dhruv Agarwal, Rico Angell, Nicholas Monath, Andrew McCallum:
Entity Linking via Explicit Mention-Mention Coreference Modeling. 4644-4658 - Jiacheng Xu, Siddhartha Jonnalagadda, Greg Durrett:
Massive-scale Decoding for Text Generation using Lattices. 4659-4676 - Krishna Chaitanya Sanagavarapu, Jathin Singaraju, Anusha Kakileti, Anirudh Kaza, Aaron Abraham Mathews, Helen Li, Nathan Raul Brito, Eduardo Blanco:
Disentangling Indirect Answers to Yes-No Questions in Real Conversations. 4677-4695 - Belinda Z. Li, Jane A. Yu, Madian Khabsa, Luke Zettlemoyer, Alon Y. Halevy, Jacob Andreas:
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks. 4696-4715 - Indira Sen, Mattia Samory, Claudia Wagner, Isabelle Augenstein
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection. 4716-4726 - Weimin Lyu, Songzhu Zheng, Tengfei Ma, Chao Chen:
A Study of the Attention Abnormality in Trojaned BERTs. 4727-4741 - Minyi Zhao, Lu Zhang, Yi Xu, Jiandong Ding
EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification. 4742-4752 - Neha Srikanth, Rachel Rudinger
Partial-input baselines show that NLI models can ignore context, but they don't. 4753-4763 - Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. 4764-4780 - Pengshan Cai, Hui Wan, Fei Liu, Mo Yu, Hong Yu, Sachindra Joshi:
Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition. 4781-4796 - Songlin Yang, Wei Liu
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs. 4797-4809 - Terne Sasha Thorn Jakobsen
What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Review. 4810-4823 - Niccolò Campolungo, Tommaso Pasini, Denis Emelin, Roberto Navigli:
Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information. 4824-4838 - Shuzheng Si, Shuang Zeng, Baobao Chang:
Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting. 4839-4847 - Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Weiran Xu, Huixing Jiang, Wei Wu, Yanan Wu:
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization. 4848-4862 - Rimvydas Rubavicius, Alex Lascarides:
Interactive Symbol Grounding with Complex Referential Expressions. 4863-4874 - Ruixiang Cui
Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks. 4875-4893 - Ran Zmigrod, Tim Vieira, Ryan Cotterell:
Exact Paired-Permutation Testing for Structured Test Statistics. 4894-4902 - Dan Malkin, Tomasz Limisiewicz, Gabriel Stanovsky:
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank. 4903-4915 - Zheng Zhang, Zili Zhou, Yanna Wang:
SSEGCN: Syntactic and Semantic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis. 4916-4925 - Allison Lahnala
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy. 4926-4938 - Lin Tian
DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks. 4939-4949 - Felix Stahlberg, Shankar Kumar:
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES. 4950-4961 - Mike Zhang, Kristian Nørgaard Jensen, Sif Dam Sonniks, Barbara Plank:
SkillSpan: Hard and Soft Skill Extraction from English Job Postings. 4962-4984 - Yuan Liang, Zhuoxuan Jiang, Di Yin, Bo Ren:
RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction. 4985-4997 - Ce Zheng
A Double-Graph Based Framework for Frame Semantic Parsing. 4998-5011 - Peiyi Wang, Runxin Xu, Tianyu Liu, Qingyu Zhou
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling. 5012-5024 - Runxin Xu, Peiyi Wang, Tianyu Liu, Shuang Zeng, Baobao Chang, Zhifang Sui:
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction. 5025-5036 - Fei Wang, Zhewei Xu, Pedro A. Szekely, Muhao Chen:
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning. 5037-5048 - Yueqing Sun, Qi Shi, Le Qi, Yu Zhang:
JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering. 5049-5060 - Itay Itzhak
Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens. 5061-5068 - Jian Guan, Ziqi Liu, Minlie Huang:
A Corpus for Understanding and Generating Moral Stories. 5069-5087 - Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li
Modeling Multi-Granularity Hierarchical Features for Relation Extraction. 5088-5098 - Rong Ye, Mingxuan Wang, Lei Li:
Cross-modal Contrastive Learning for Speech Translation. 5099-5113 - Seungju Han, Beomsu Kim, Jin Yong Yoo, Seokjun Seo, Sangbum Kim, Enkhbayar Erdenee, Buru Chang:
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances. 5114-5132 - Himanshu Maheshwari, Nethraa Sivakumar, Shelly Jain, Tanvi Karandikar, Vinay Aggarwal, Navita Goyal, Sumit Shekhar:
DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents. 5133-5143 - Minki Kang, Jinheon Baek, Sung Ju Hwang:
KALA: Knowledge-Augmented Language Model Adaptation. 5144-5167 - Seongjin Shin, Sang-Woo Lee, Hwijeen Ahn, Sungdong Kim, HyoungSeok Kim, Boseop Kim, Kyunghyun Cho, Gichang Lee, Woo-Myoung Park, Jung-Woo Ha, Nako Sung:
On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model. 5168-5186 - Yifan Chen, Qi Zeng, Dilek Hakkani-Tur, Di Jin, Heng Ji, Yun Yang:
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences. 5187-5199 - Hongyuan Lu, Wai Lam, Hong Cheng, Helen Meng:
Partner Personas Generation for Dialogue Response Generation. 5200-5212 - Zhewei Sun, Richard S. Zemel, Yang Xu:
Semantically Informed Slang Interpretation. 5213-5231 - Nan Hu, Zirui Wu, Yuxuan Lai, Xiao Liu, Yansong Feng:
Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables. 5232-5242 - Le Zhang, Zichao Yang, Diyi Yang:
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding. 5243-5258 - John B. Harvill, Roxana Girju, Mark Hasegawa-Johnson:
Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity. 5259-5270 - Nouha Dziri, Sivan Milton, Mo Yu, Osmar R. Zaïane, Siva Reddy:
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? 5271-5285 - Qing Lyu, Zheng Hua, Daoxin Li
Is "My Favorite New Movie" My Favorite Movie? Probing the Understanding of Recursive Noun Phrases. 5286-5302 - Jingwei Ni, Zhijing Jin, Markus Freitag, Mrinmaya Sachan, Bernhard Schölkopf:
Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance. 5303-5320 - Chenyu Zhang, Benjamin Van Durme, Zhuowan Li, Elias Stengel-Eskin:
Visual Commonsense in Pretrained Unimodal and Multimodal Models. 5321-5335 - Richard Yuanzhe Pang, Alicia Parrish, Nitish Joshi, Nikita Nangia, Jason Phang, Angelica Chen, Vishakh Padmakumar, Johnny Ma, Jana Thompson, He He, Samuel R. Bowman:
QuALITY: Question Answering with Long Input Texts, Yes! 5336-5358 - Yilun Zhou, Marco Túlio Ribeiro, Julie Shah:
ExSum: From Local Explanations to Model Understanding. 5359-5378 - Young-Suk Lee, Ramón Fernandez Astudillo, Hoang Thanh Lam, Tahira Naseem, Radu Florian, Salim Roukos:
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing. 5379-5392 - Mycal Tucker, Tiwalayo Eisape, Peng Qian, Roger Levy, Julie Shah:
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes. 5393-5408 - Liyan Xu, Jinho D. Choi:
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction. 5409-5416 - Richard Shin, Benjamin Van Durme:
Few-Shot Semantic Parsing with Language Models Trained on Code. 5417-5425 - Xiangci Li
CORWA: A Citation-Oriented Related Work Annotation Dataset. 5426-5440 - Dingcheng Li, Zheng Chen, Eunah Cho, Jie Hao, Xiaohu Liu
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation. 5441-5454 - Yuanhao Xiong, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit S. Dhillon:
Extreme Zero-Shot Learning for Extreme Text Classification. 5455-5468 - Yibo Hu, Seyyed MohammadSaleh Hosseini, Erick Skorupa Parolin, Javier Osorio, Latifur Khan, Patrick T. Brandt, Vito D'Orazio:
ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence. 5469-5482 - Han Wang, Canwen Xu, Julian J. McAuley:
Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification. 5483-5492 - Lajanugen Logeswaran, Yao Fu, Moontae Lee, Honglak Lee:
Few-shot Subgoal Planning with Language Models. 5493-5506 - Zhuofeng Wu, Sinong Wang, Jiatao Gu, Rui Hou, Yuxiao Dong, V. G. Vinod Vydiswaran, Hao Ma:
IDPG: An Instance-Dependent Prompt Generation Method. 5507-5521 - Yiren Jian, Chongyang Gao, Soroush Vosoughi:
Embedding Hallucination for Few-shot Language Fine-tuning. 5522-5530 - Ramit Sawhney, Shivam Agarwal, Vivek Mittal, Paolo Rosso, Vikram Nanda, Sudheer Chava:
Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models. 5531-5545 - Zhixian Yang, Renliang Sun, Xiaojun Wan:
Nearest Neighbor Knowledge Distillation for Neural Machine Translation. 5546-5556 - Suchin Gururangan, Mike Lewis, Ari Holtzman, Noah A. Smith, Luke Zettlemoyer:
DEMix Layers: Disentangling Domains for Modular Language Modeling. 5557-5576 - Yiren Jian, Chongyang Gao, Soroush Vosoughi:
Contrastive Learning for Prompt-based Few-shot Language Learners. 5577-5587 - Luis Guzman-Nateras, Minh Van Nguyen, Thien Nguyen:
Cross-Lingual Event Detection via Optimized Adversarial Training. 5588-5599 - Michael Wiegand
Identifying Implicitly Abusive Remarks about Identity Groups using a Linguistically Informed Approach. 5600-5612 - Li Zhang, Ishan Jindal, Yunyao Li:
Label Definitions Improve Semantic Role Labeling. 5613-5620 - Youngjin Jin, Eugene Jang, Yongjae Lee, Seungwon Shin, Jin-Woo Chung:
Shedding New Light on the Language of the Dark Web. 5621-5637 - Adel Daoud, Connor T. Jerzak, Richard Johansson:
Conceptualizing Treatment Leakage in Text-based Causal Inference. 5638-5645 - Jungsoo Park, Gyuwan Kim, Jaewoo Kang:
Consistency Training with Virtual Adversarial Discrete Perturbation. 5646-5656 - Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang, Jai Desai, Aaron Wade, Haoran Li, Asli Celikyilmaz, Yashar Mehdad, Dragomir R. Radev:
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning. 5657-5668 - Joosung Lee
CoMPM: Context Modeling with Speaker's Pre-trained Memory Tracking for Emotion Recognition in Conversation. 5669-5679 - Xiangru Tang, Alexander R. Fabbri, Haoran Li, Ziming Mao, Griffin Adams, Borui Wang, Asli Celikyilmaz, Yashar Mehdad, Dragomir R. Radev:
Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries. 5680-5692 - Mingqi Gao, Xiaojun Wan:
DialSummEval: Revisiting Summarization Evaluation for Dialogues. 5693-5709 - Mingyang Song
Hyperbolic Relevance Matching for Neural Keyphrase Extraction. 5710-5720 - Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Linyang Li, Qi Zhang, Xuanjing Huang:
Template-free Prompt Tuning for Few-shot NER. 5721-5732 - Nicholas Popovic
Few-Shot Document-Level Relation Extraction. 5733-5746 - Haozhe Ji, Rongsheng Zhang, Zhenyu Yang, Zhipeng Hu, Minlie Huang:
LaMemo: Language Modeling with Look-Ahead Memory. 5747-5762 - Ghazi Felhi, Joseph Le Roux, Djamé Seddah:
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs. 5763-5776 - Chun Zeng, Jiangjie Chen, Tianyi Zhuang, Rui Xu, Hao Yang, Ying Qin, Shimin Tao, Yanghua Xiao:
Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints. 5777-5790 - Alexander Henlein, Alexander Mehler:
What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured. 5791-5807 - Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, Ji-Rong Wen:
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation. 5808-5820 - Maria Leonor Pacheco
A Holistic Framework for Analyzing the COVID-19 Vaccine Debate. 5821-5839 - Yuanxin Liu, Fandong Meng, Zheng Lin
Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training. 5840-5857 - Haoran Li
You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas. 5858-5870 - Baber Khalid, Sungjin Lee:
Explaining Dialogue Evaluation Metrics using Adversarial Behavioral Analysis. 5871-5883 - Maarten Sap, Swabha Swayamdipta, Laura Vianna, Xuhui Zhou, Yejin Choi, Noah A. Smith:
Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection. 5884-5906 - Zheng Fang, Ruiqing Zhang, Zhongjun He, Hua Wu, Yanan Cao:
Non-Autoregressive Chinese ASR Error Correction with Phonological Training. 5907-5917 - Xinchen Yu, Eduardo Blanco, Lingzi Hong
Hate Speech and Counter Speech Detection: Conversational Context Does Matter. 5918-5930 - Encarnación Segarra Soriano
DACSA: A large-scale Dataset for Automatic summarization of Catalan and Spanish newspaper Articles. 5931-5943 - Kelvin Luu, Daniel Khashabi, Suchin Gururangan, Karishma Mandyam, Noah A. Smith:
Time Waits for No One! Analysis and Challenges of Temporal Misalignment. 5944-5958 - Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow:
MCSE: Multimodal Contrastive Learning of Sentence Embeddings. 5959-5969 - Shuliang Liu, Xuming Hu, Chenwei Zhang, Shu'ang Li, Lijie Wen, Philip S. Yu:
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction. 5970-5980 - Wanrong Zhu
Diagnosing Vision-and-Language Navigation: What Really Matters. 5981-5993 - Prithviraj Ammanabrolu, Liwei Jiang, Maarten Sap, Hannaneh Hajishirzi, Yejin Choi:
Aligning to Social Norms and Values in Interactive Narratives. 5994-6017 - Yunxiang Zhang, Xiaojun Wan:
MOVER: Mask, Over-generate and Rank for Hyperbole Generation. 6018-6030 - Emils Kadikis, Vaibhav Srivastav, Roman Klinger:
Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference. 6031-6037 - Daniel Deutsch, Rotem Dror, Dan Roth:
Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics. 6038-6052
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