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ORCIDACL/IJCNLP 2021: Virtual Event
- Chengqing Zong, Fei Xia, Wenjie Li, Roberto Navigli:
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-52-7 - Frontmatter.
- Tilman Beck, Ji-Ung Lee
, Christina Viehmann, Marcus Maurer, Oliver Quiring, Iryna Gurevych:
Investigating label suggestions for opinion mining in German Covid-19 social media. 1-13 - Chen Shani, Nadav Borenstein, Dafna Shahaf:
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements. 14-28 - Zexin Lu, Keyang Ding, Yuji Zhang, Jing Li, Baolin Peng, Lemao Liu:
Engage the Public: Poll Question Generation for Social Media Posts. 29-40 - Paul Röttger, Bertie Vidgen, Dong Nguyen, Zeerak Waseem, Helen Z. Margetts, Janet B. Pierrehumbert:
HateCheck: Functional Tests for Hate Speech Detection Models. 41-58 - Lianwei Wu, Yuan Rao, Yuqian Lan, Ling Sun, Zhaoyin Qi:
Unified Dual-view Cognitive Model for Interpretable Claim Verification. 59-68 - Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu:
DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling. 69-81 - Xiang Ao, Xiting Wang, Ling Luo, Ying Qiao, Qing He, Xing Xie:
PENS: A Dataset and Generic Framework for Personalized News Headline Generation. 82-92 - Dongkyu Lee, Zhiliang Tian, Lanqing Xue, Nevin L. Zhang:
Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization. 93-102 - Yufei Wang, Ian D. Wood, Stephen Wan, Mark Dras, Mark Johnson:
Mention Flags (MF): Constraining Transformer-based Text Generators. 103-113 - Giulio Zhou, Gerasimos Lampouras:
Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation. 114-127 - Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou:
Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances. 128-138 - Jinyu Guo, Kai Shuang, Jijie Li, Zihan Wang:
Dual Slot Selector via Local Reliability Verification for Dialogue State Tracking. 139-151 - Bo-Hsiang Tseng, Yinpei Dai, Florian Kreyssig, Bill Byrne:
Transferable Dialogue Systems and User Simulators. 152-166 - Haoyu Song, Yan Wang, Kaiyan Zhang, Wei-Nan Zhang, Ting Liu:
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data. 167-177 - Libo Qin, Fuxuan Wei, Tianbao Xie, Xiao Xu, Wanxiang Che, Ting Liu:
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling. 178-188 - Xiaonan Li, Yunfan Shao, Tianxiang Sun, Hang Yan, Xipeng Qiu, Xuanjing Huang:
Accelerating BERT Inference for Sequence Labeling via Early-Exit. 189-199 - Fei Li, Zheng Wang, Siu Cheung Hui, Lejian Liao, Dandan Song, Jing Xu, Guoxiu He, Meihuizi Jia:
Modularized Interaction Network for Named Entity Recognition. 200-209 - Xiangyu Xi, Wei Ye, Shikun Zhang, Quanxiu Wang, Huixing Jiang, Wei Wu:
Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder. 210-219 - Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan:
UniRE: A Unified Label Space for Entity Relation Extraction. 220-231 - Li Cui, Deqing Yang, Jiaxin Yu, Chengwei Hu, Jiayang Cheng, Jingjie Yi, Yanghua Xiao:
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction. 232-243 - Xiao Pan, Mingxuan Wang, Liwei Wu, Lei Li:
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation. 244-258 - Mathias Müller, Rico Sennrich:
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation. 259-272 - Hongfei Xu, Qiuhui Liu, Josef van Genabith, Deyi Xiong, Meng Zhang:
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation. 273-282 - Jingyi Zhang, Josef van Genabith:
A Bidirectional Transformer Based Alignment Model for Unsupervised Word Alignment. 283-292 - Zehui Lin, Liwei Wu, Mingxuan Wang, Lei Li:
Learning Language Specific Sub-network for Multilingual Machine Translation. 293-305 - Linyi Yang, Jiazheng Li, Padraig Cunningham, Yue Zhang, Barry Smyth, Ruihai Dong:
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis. 306-316 - Zhuang Chen, Tieyun Qian:
Bridge-Based Active Domain Adaptation for Aspect Term Extraction. 317-327 - Xiaocui Yang, Shi Feng, Yifei Zhang, Daling Wang:
Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks. 328-339 - Hongjie Cai, Rui Xia, Jianfei Yu:
Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions. 340-350 - Nadav Oved, Ran Levy:
PASS: Perturb-and-Select Summarizer for Product Reviews. 351-365 - Ruipeng Jia, Yanan Cao, Fang Fang, Yuchen Zhou, Zheng Fang, Yanbing Liu, Shi Wang:
Deep Differential Amplifier for Extractive Summarization. 366-376 - Yi Yu, Adam Jatowt, Antoine Doucet, Kazunari Sugiyama, Masatoshi Yoshikawa:
Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries. 377-387 - Jinbae Im, Moonki Kim, Hoyeop Lee, Hyunsouk Cho, Sehee Chung:
Self-Supervised Multimodal Opinion Summarization. 388-403 - Wang Chen, Piji Li, Irwin King:
A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy. 404-414 - Weijia Shi, Mandar Joshi, Luke Zettlemoyer:
DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions. 415-427 - Tomasz Limisiewicz, David Marecek:
Introducing Orthogonal Constraint in Structural Probes. 428-442 - Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun:
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. 443-453 - Jennifer C. White, Ryan Cotterell:
Examining the Inductive Bias of Neural Language Models with Artificial Languages. 454-463 - Rita Sevastjanova, Aikaterini-Lida Kalouli, Christin Beck, Hanna Schäfer, Mennatallah El-Assady:
Explaining Contextualization in Language Models using Visual Analytics. 464-476 - George Chrysostomou, Nikolaos Aletras:
Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification. 477-488 - Raphael Schumann, Stefan Riezler:
Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem. 489-502 - Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang:
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning. 503-513 - Shuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, An Yang, Jingren Zhou, Xu Sun, Hongxia Yang:
Learning Relation Alignment for Calibrated Cross-modal Retrieval. 514-524 - Yiran Xing, Zai Shi, Zhao Meng, Gerhard Lakemeyer, Yunpu Ma, Roger Wattenhofer:
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation. 525-535 - Lin Zheng, Zhiyong Wu, Lingpeng Kong:
Cascaded Head-colliding Attention. 536-549 - Xinyu Wang, Yong Jiang, Zhaohui Yan, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor. 550-564 - Rabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, James Henderson:
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks. 565-576 - Sicheng Yu, Hao Zhang, Yulei Niu, Qianru Sun, Jing Jiang:
COSY: COunterfactual SYntax for Cross-Lingual Understanding. 577-589 - Seonghyeon Lee, Dongha Lee, Hwanjo Yu:
OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification. 590-599 - Kathleen C. Fraser, Isar Nejadgholi, Svetlana Kiritchenko:
Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model. 600-616 - Shan Jiang, Christo Wilson:
Structurizing Misinformation Stories via Rationalizing Fact-Checks. 617-631 - Sravana Reddy, Mariya Lazarova, Yongze Yu, Rosie Jones:
Modeling Language Usage and Listener Engagement in Podcasts. 632-643 - Saumya Sahai, Oana Balalau, Roxana Horincar:
Breaking Down the Invisible Wall of Informal Fallacies in Online Discussions. 644-657 - Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu:
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues. 658-670 - Bill Byrne, Karthik Krishnamoorthi, Saravanan Ganesh, Mihir Sanjay Kale:
TicketTalk: Toward human-level performance with end-to-end, transaction-based dialog systems. 671-680 - Runzhe Yang, Jingxiao Chen, Karthik Narasimhan:
Improving Dialog Systems for Negotiation with Personality Modeling. 681-693 - Wangchunshu Zhou, Qifei Li, Chenle Li:
Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial Training. 694-703 - Hannah Rashkin, David Reitter, Gaurav Singh Tomar, Dipanjan Das:
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features. 704-718 - Vijay Viswanathan, Graham Neubig, Pengfei Liu:
CitationIE: Leveraging the Citation Graph for Scientific Information Extraction. 719-731 - Jialong Tang, Hongyu Lin, Meng Liao, Yaojie Lu, Xianpei Han, Le Sun, Weijian Xie, Jin Xu:
From Discourse to Narrative: Knowledge Projection for Event Relation Extraction. 732-742 - Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje Karlsson, Yi Guan:
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER. 743-753 - Linmei Hu, Tianchi Yang, Luhao Zhang, Wanjun Zhong, Duyu Tang, Chuan Shi, Nan Duan, Ming Zhou:
Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge. 754-763 - Yucheng Wang, Bowen Yu, Hongsong Zhu, Tingwen Liu, Nan Yu, Limin Sun:
Discontinuous Named Entity Recognition as Maximal Clique Discovery. 764-774 - Hang Jiang, Sairam Gurajada, Qiuhao Lu, Sumit Neelam, Lucian Popa, Prithviraj Sen, Yunyao Li, Alexander G. Gray:
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking. 775-787 - Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, André F. T. Martins, Graham Neubig:
Do Context-Aware Translation Models Pay the Right Attention? 788-801 - Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona T. Diab:
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data. 802-812 - Haoyue Shi, Luke Zettlemoyer, Sida I. Wang:
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment. 813-826 - Xian Li, Changhan Wang, Yun Tang, Chau Tran, Yuqing Tang, Juan Miguel Pino, Alexei Baevski, Alexis Conneau, Michael Auli:
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models. 827-838 - Ananth Balashankar, Lakshminarayanan Subramanian:
Learning Faithful Representations of Causal Graphs. 839-850 - Joe O'Connor, Jacob Andreas:
What Context Features Can Transformer Language Models Use? 851-864 - Sandipan Sikdar, Parantapa Bhattacharya, Kieran Heese:
Integrated Directional Gradients: Feature Interaction Attribution for Neural NLP Models. 865-878 - John M. Giorgi, Osvald Nitski, Bo Wang, Gary D. Bader:
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations. 879-895 - Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou:
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation. 896-907 - Jonathan Herzig, Jonathan Berant:
Span-based Semantic Parsing for Compositional Generalization. 908-921 - Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova:
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? 922-938 - Ethan Wilcox, Pranali Vani, Roger Levy:
A Targeted Assessment of Incremental Processing in Neural Language Models and Humans. 939-952 - Valentina Pyatkin, Shoval Sadde, Aynat Rubinstein, Paul Portner, Reut Tsarfaty:
The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing. 953-965 - Sarah R. Moeller, Ling Liu, Mans Hulden:
To POS Tag or Not to POS Tag: The Impact of POS Tags on Morphological Learning in Low-Resource Settings. 966-978 - Elizabeth Nielsen, Mark Steedman, Sharon Goldwater:
Prosodic segmentation for parsing spoken dialogue. 979-992 - Changhan Wang, Morgane Rivière, Ann Lee, Anne Wu, Chaitanya Talnikar, Daniel Haziza, Mary Williamson, Juan Miguel Pino, Emmanuel Dupoux:
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation. 993-1003 - Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna M. Wallach:
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets. 1004-1015 - Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn P. Rosé:
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network. 1016-1029 - Hai Wan, Haicheng Chen, Jianfeng Du, Weilin Luo, Rongzhen Ye:
A DQN-based Approach to Finding Precise Evidences for Fact Verification. 1030-1039 - Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin:
The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing. 1040-1051 - Keyang Xu, Tongzheng Ren, Shikun Zhang, Yihao Feng, Caiming Xiong:
Unsupervised Out-of-Domain Detection via Pre-trained Transformers. 1052-1061 - Ahmad Rashid, Vasileios Lioutas, Mehdi Rezagholizadeh:
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation. 1062-1071 - Richard Antonello, Nicole Beckage, Javier Turek, Alexander Huth:
Selecting Informative Contexts Improves Language Model Fine-tuning. 1072-1085 - Cristina Garbacea, Mengtian Guo, Samuel Carton, Qiaozhu Mei:
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification. 1086-1097 - Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Wen-tau Yih, Barlas Oguz, Veselin Stoyanov, Gargi Ghosh:
Multi-Task Retrieval for Knowledge-Intensive Tasks. 1098-1111 - Yian Zhang, Alex Warstadt, Xiaocheng Li, Samuel R. Bowman:
When Do You Need Billions of Words of Pretraining Data? 1112-1125 - Elena Voita, Rico Sennrich, Ivan Titov:
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation. 1126-1140 - Clara Vania, Phu Mon Htut, William Huang, Dhara A. Mungra, Richard Yuanzhe Pang, Jason Phang, Haokun Liu, Kyunghyun Cho, Samuel R. Bowman:
Comparing Test Sets with Item Response Theory. 1141-1158 - Forrest Davis, Marten van Schijndel:
Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning. 1159-1171 - Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard H. Hovy:
More Identifiable yet Equally Performant Transformers for Text Classification. 1172-1182 - Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee:
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation. 1183-1195 - Venelin Kovatchev, Phillip Smith, Mark G. Lee, Rory T. Devine:
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children's mindreading ability. 1196-1206 - Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah:
A Dataset and Baselines for Multilingual Reply Suggestion. 1207-1220 - Nikita Nangia, Saku Sugawara, Harsh Trivedi, Alex Warstadt, Clara Vania, Samuel R. Bowman:
What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? 1221-1235 - Xinyi Mou, Zhongyu Wei, Lei Chen, Shangyi Ning, Yancheng He, Changjian Jiang, Xuanjing Huang:
Align Voting Behavior with Public Statements for Legislator Representation Learning. 1236-1246 - Syrielle Montariol, Alexandre Allauzen:
Measure and Evaluation of Semantic Divergence across Two Languages. 1247-1258 - Danni Liu, Jan Niehues, James Cross, Francisco Guzmán, Xian Li:
Improving Zero-Shot Translation by Disentangling Positional Information. 1259-1273 - Bill Yuchen Lin, Seyeon Lee, Xiaoyang Qiao, Xiang Ren:
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning. 1274-1287 - Yu Lu, Jiali Zeng, Jiajun Zhang, Shuangzhi Wu, Mu Li:
Attention Calibration for Transformer in Neural Machine Translation. 1288-1298 - Domenic Donato, Lei Yu, Chris Dyer:
Diverse Pretrained Context Encodings Improve Document Translation. 1299-1311 - Yash Khemchandani, Sarvesh Mehtani, Vaidehi Patil, Abhijeet Awasthi, Partha P. Talukdar, Sunita Sarawagi:
Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study. 1312-1323 - Ran Zmigrod, Tim Vieira, Ryan Cotterell:
On Finding the K-best Non-projective Dependency Trees. 1324-1337 - Eva Maria Vecchi, Neele Falk, Iman Jundi, Gabriella Lapesa:
Towards Argument Mining for Social Good: A Survey. 1338-1352 - Maurício Fontana de Vargas, Karyn Moffatt:
Automated Generation of Storytelling Vocabulary from Photographs for use in AAC. 1353-1364 - James Mullenbach, Yada Pruksachatkun, Sean Adler, Jennifer Seale, Jordan Swartz, T. Greg McKelvey, Hui Dai, Yi Yang, David A. Sontag:
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes. 1365-1378 - Abu Awal Md Shoeb, Gerard de Melo:
Assessing Emoji Use in Modern Text Processing Tools. 1379-1388 - Wasi Uddin Ahmad, Xiao Bai, Soomin Lee, Kai-Wei Chang:
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention. 1389-1404 - Tom Hosking, Mirella Lapata:
Factorising Meaning and Form for Intent-Preserving Paraphrasing. 1405-1418 - Xinnuo Xu, Ondrej Dusek, Verena Rieser, Ioannis Konstas:
AggGen: Ordering and Aggregating while Generating. 1419-1434 - Peter West, Ximing Lu, Ari Holtzman, Chandra Bhagavatula, Jena D. Hwang, Yejin Choi:
Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models. 1435-1450 - Lya Hulliyyatus Suadaa, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura, Hiroya Takamura:
Towards Table-to-Text Generation with Numerical Reasoning. 1451-1465 - Yubin Ge, Ly Dinh, Xiaofeng Liu, Jinsong Su, Ziyao Lu, Ante Wang, Jana Diesner:
BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation. 1466-1478 - Xiachong Feng, Xiaocheng Feng, Libo Qin, Bing Qin, Ting Liu:
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization. 1479-1491 - Akari Asai, Eunsol Choi:
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval. 1492-1504 - Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole:
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding. 1505-1515 - Rami Aly, Andreas Vlachos, Ryan McDonald:
Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification. 1516-1528 - Shuang Wu, Xiaoning Song, Zhen-Hua Feng:
MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition. 1529-1539 - Jiarui Yao, Haoling Qiu, Jin Zhao, Bonan Min, Nianwen Xue:
Factuality Assessment as Modal Dependency Parsing. 1540-1550 - Weizhou Shen, Siyue Wu, Yunyi Yang, Xiaojun Quan:
Directed Acyclic Graph Network for Conversational Emotion Recognition. 1551-1560 - Zonghai Yao, Hong Yu:
Improving Formality Style Transfer with Context-Aware Rule Injection. 1561-1570 - Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He:
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection. 1571-1582 - Joe Barrow, Rajiv Jain, Nedim Lipka, Franck Dernoncourt, Vlad I. Morariu, Varun Manjunatha, Douglas W. Oard, Philip Resnik, Henning Wachsmuth:
Syntopical Graphs for Computational Argumentation Tasks. 1583-1595 - Kyle Glandt, Sarthak Khanal, Yingjie Li, Doina Caragea, Cornelia Caragea:
Stance Detection in COVID-19 Tweets. 1596-1611 - Jiasheng Si, Deyu Zhou, Tongzhe Li, Xingyu Shi, Yulan He:
Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification. 1612-1622 - Alexandra Ils, Dan Liu, Daniela Grunow, Steffen Eger:
Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset. 1623-1637 - Dorottya Demszky, Jing Liu, Zid Mancenido, Julie Cohen, Heather Hill, Dan Jurafsky, Tatsunori Hashimoto:
Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions. 1638-1653 - A. Seza Dogruöz, Sunayana Sitaram, Barbara E. Bullock, Almeida Jacqueline Toribio:
A Survey of Code-switching: Linguistic and Social Perspectives for Language Technologies. 1654-1666 - Bertie Vidgen, Tristan Thrush, Zeerak Waseem, Douwe Kiela:
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection. 1667-1682 - Yi R. Fung, Christopher Thomas, Revanth Gangi Reddy, Sandeep Polisetty, Heng Ji, Shih-Fu Chang, Kathleen R. McKeown, Mohit Bansal, Avi Sil:
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection. 1683-1698 - Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston:
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling. 1699-1713 - Yue Feng, Yang Wang, Hang Li:
A Sequence-to-Sequence Approach to Dialogue State Tracking. 1714-1725 - Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che:
Discovering Dialog Structure Graph for Coherent Dialog Generation. 1726-1739 - Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang:
Dialogue Response Selection with Hierarchical Curriculum Learning. 1740-1751 - Jingxuan Yang, Kerui Xu, Jun Xu, Si Li, Sheng Gao, Jun Guo, Nianwen Xue, Ji-Rong Wen:
A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech. 1752-1763 - Vardaan Pahuja, Yu Gu, Wenhu Chen, Mehdi Bahrami, Lei Liu, Wei-Peng Chen, Yu Su:
A Systematic Investigation of KB-Text Embedding Alignment at Scale. 1764-1774 - Haoming Jiang, Danqing Zhang, Tianyu Cao, Bing Yin, Tuo Zhao:
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data. 1775-1789 - Hongliang Dai, Yangqiu Song, Haixun Wang:
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model. 1790-1799 - Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning. 1800-1812 - Belinda Z. Li, Maxwell I. Nye, Jacob Andreas:
Implicit Representations of Meaning in Neural Language Models. 1813-1827 - Matthew Finlayson, Aaron Mueller, Sebastian Gehrmann, Stuart M. Shieber, Tal Linzen, Yonatan Belinkov:
Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models. 1828-1843 - Yifan Hou, Mrinmaya Sachan:
Bird's Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach. 1844-1859 - Boxi Cao, Hongyu Lin, Xianpei Han, Le Sun, Lingyong Yan, Meng Liao, Tong Xue, Jin Xu:
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases. 1860-1874 - Peru Bhardwaj, John D. Kelleher, Luca Costabello, Declan O'Sullivan:
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns. 1875-1888 - Maria Antoniak, David Mimno:
Bad Seeds: Evaluating Lexical Methods for Bias Measurement. 1889-1904 - Anjalie Field, Su Lin Blodgett, Zeerak Waseem, Yulia Tsvetkov:
A Survey of Race, Racism, and Anti-Racism in NLP. 1905-1925 - Seraphina Goldfarb-Tarrant, Rebecca Marchant, Ricardo Muñoz Sánchez, Mugdha Pandya, Adam Lopez:
Intrinsic Bias Metrics Do Not Correlate with Application Bias. 1926-1940 - Soumya Barikeri, Anne Lauscher, Ivan Vulic, Goran Glavas:
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models. 1941-1955 - Weicheng Ma, Kai Zhang, Renze Lou, Lili Wang, Soroush Vosoughi:
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks. 1956-1966 - Xinze Zhang, Junzhe Zhang, Zhenhua Chen, Kun He:
Crafting Adversarial Examples for Neural Machine Translation. 1967-1977 - M. Saiful Bari, Tasnim Mohiuddin, Shafiq R. Joty:
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP. 1978-1992 - Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li:
Glancing Transformer for Non-Autoregressive Neural Machine Translation. 1993-2003 - Lei Ji, Xianglin Guo, Haoyang Huang, Xilin Chen:
Hierarchical Context-aware Network for Dense Video Event Captioning. 2004-2013 - Kun Yan, Lei Ji, Huaishao Luo, Ming Zhou, Nan Duan, Shuai Ma:
Control Image Captioning Spatially and Temporally. 2014-2025 - Jeff Da, Maxwell Forbes, Rowan Zellers, Anthony Zheng, Jena D. Hwang, Antoine Bosselut, Yejin Choi:
Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation. 2026-2039 - Rowan Zellers, Ari Holtzman, Matthew E. Peters, Roozbeh Mottaghi, Aniruddha Kembhavi, Ali Farhadi, Yejin Choi:
PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World. 2040-2050 - Yasumasa Onoe, Michael Boratko, Andrew McCallum, Greg Durrett:
Modeling Fine-Grained Entity Types with Box Embeddings. 2051-2064 - Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li:
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information. 2065-2075 - Ye Lin, Yanyang Li, Ziyang Wang, Bei Li, Quan Du, Tong Xiao, Jingbo Zhu:
Weight Distillation: Transferring the Knowledge in Neural Network Parameters. 2076-2088 - Peng Xu, Dhruv Kumar, Wei Yang, Wenjie Zi, Keyi Tang, Chenyang Huang, Jackie Chi Kit Cheung, Simon J. D. Prince, Yanshuai Cao:
Optimizing Deeper Transformers on Small Datasets. 2089-2102 - Jong-Hoon Oh, Ryu Iida, Julien Kloetzer, Kentaro Torisawa:
BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural Networks. 2103-2115 - Arkadiy Saakyan, Tuhin Chakrabarty, Smaranda Muresan:
COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic. 2116-2129 - Kelvin Luu, Xinyi Wu, Rik Koncel-Kedziorski, Kyle Lo, Isabel Cachola, Noah A. Smith:
Explaining Relationships Between Scientific Documents. 2130-2144 - Qingqing Cao, Yash Kumar Lal, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian:
IrEne: Interpretable Energy Prediction for Transformers. 2145-2157 - Lu Cheng, Ahmadreza Mosallanezhad, Yasin N. Silva, Deborah L. Hall, Huan Liu:
Mitigating Bias in Session-based Cyberbullying Detection: A Non-Compromising Approach. 2158-2168 - Xinyun Chen, Linyuan Gong, Alvin Cheung, Dawn Song:
PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context. 2169-2181 - Anna Rogers:
Changing the World by Changing the Data. 2182-2194 - Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Zhangyang Wang, Jingjing Liu:
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets. 2195-2207 - Ruidan He, Linlin Liu, Hai Ye, Qingyu Tan, Bosheng Ding, Liying Cheng, Jia-Wei Low, Lidong Bing, Luo Si:
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation. 2208-2222 - Wei Bi, Huayang Li, Jiacheng Huang:
Data Augmentation for Text Generation Without Any Augmented Data. 2223-2237 - Zijing Ou, Qinliang Su, Jianxing Yu, Bang Liu, Jingwen Wang, Ruihui Zhao, Changyou Chen, Yefeng Zheng:
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval. 2238-2249 - Joshua Feinglass, Yezhou Yang:
SMURF: SeMantic and linguistic UndeRstanding Fusion for Caption Evaluation via Typicality Analysis. 2250-2260 - Chia-Hsuan Lee, Oleksandr Polozov, Matthew Richardson:
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers. 2261-2273 - Hamdy Mubarak, Amir Hussein, Shammur Absar Chowdhury, Ahmed Ali:
QASR: QCRI Aljazeera Speech Resource A Large Scale Annotated Arabic Speech Corpus. 2274-2285 - Xueqing Liu, Chi Wang:
An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models. 2286-2300 - Maxime Peyrard, Wei Zhao, Steffen Eger, Robert West:
Better than Average: Paired Evaluation of NLP systems. 2301-2315 - Jiaqi Guo, Ziliang Si, Yu Wang, Qian Liu, Ming Fan, Jian-Guang Lou, Zijiang Yang, Ting Liu:
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL. 2316-2331 - Dong Wang, Ning Ding, Piji Li, Haitao Zheng:
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding. 2332-2342 - Ziye Chen, Cheng Ding, Zusheng Zhang, Yanghui Rao, Haoran Xie:
Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference. 2343-2353 - Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin:
ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning. 2354-2363 - Xiangyu Wang, Chengqing Zong:
Distributed Representations of Emotion Categories in Emotion Space. 2364-2375 - Dongyeop Kang, Eduard H. Hovy:
Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding. 2376-2387 - Christopher Potts, Zhengxuan Wu, Atticus Geiger, Douwe Kiela:
DynaSent: A Dynamic Benchmark for Sentiment Analysis. 2388-2404 - Bidisha Samanta, Mohit Agrawal, Niloy Ganguly:
A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow. 2405-2415 - Hang Yan, Junqi Dai, Tuo Ji, Xipeng Qiu, Zheng Zhang:
A Unified Generative Framework for Aspect-based Sentiment Analysis. 2416-2429 - Vojtech Hudecek, Ondrej Dusek, Zhou Yu:
Discovering Dialogue Slots with Weak Supervision. 2430-2442 - Yilin Shen, Yen-Chang Hsu, Avik Ray, Hongxia Jin:
Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU. 2443-2453 - Thomas Dopierre, Christophe Gravier, Wilfried Logerais:
ProtAugment: Intent Detection Meta-Learning through Unsupervised Diverse Paraphrasing. 2454-2466 - Jiexi Liu, Ryuichi Takanobu, Jiaxin Wen, Dazhen Wan, Hongguang Li, Weiran Nie, Cheng Li, Wei Peng, Minlie Huang:
Robustness Testing of Language Understanding in Task-Oriented Dialog. 2467-2480 - Puhai Yang, Heyan Huang, Xian-Ling Mao:
Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? 2481-2491 - Karin Sevegnani, David M. Howcroft, Ioannis Konstas, Verena Rieser:
OTTers: One-turn Topic Transitions for Open-Domain Dialogue. 2492-2504 - Yujian Gan, Xinyun Chen, Qiuping Huang, Matthew Purver, John R. Woodward, Jinxia Xie, Pengsheng Huang:
Towards Robustness of Text-to-SQL Models against Synonym Substitution. 2505-2515 - Qianglong Chen, Feng Ji, Xiangji Zeng, Feng-Lin Li, Ji Zhang, Haiqing Chen, Yin Zhang:
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference. 2516-2527 - Taeuk Kim, Kang Min Yoo, Sang-goo Lee:
Self-Guided Contrastive Learning for BERT Sentence Representations. 2528-2540 - Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu:
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations. 2541-2555 - Tongtong Liu, Fangxiang Feng, Xiaojie Wang:
Multi-stage Pre-training over Simplified Multimodal Pre-training Models. 2556-2565 - Biao Zhang, Ivan Titov, Barry Haddow, Rico Sennrich:
Beyond Sentence-Level End-to-End Speech Translation: Context Helps. 2566-2578 - Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou:
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding. 2579-2591 - Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning. 2592-2607 - Jinming Zhao, Ruichen Li, Qin Jin:
Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities. 2608-2618 - Chen Xu, Bojie Hu, Yanyang Li, Yuhao Zhang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu:
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders. 2619-2630 - Xin Xin, Jinlong Li, Zeqi Tan:
N-ary Constituent Tree Parsing with Recursive Semi-Markov Model. 2631-2642 - Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Automated Concatenation of Embeddings for Structured Prediction. 2643-2660 - Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision. 2661-2674 - Yuchen Li, Andrej Risteski:
The Limitations of Limited Context for Constituency Parsing. 2675-2687 - Songlin Yang, Yanpeng Zhao, Kewei Tu:
Neural Bi-Lexicalized PCFG Induction. 2688-2699 - Rishav Hada, Sohi Sudhir, Pushkar Mishra, Helen Yannakoudakis, Saif M. Mohammad, Ekaterina Shutova:
Ruddit: Norms of Offensiveness for English Reddit Comments. 2700-2717 - Zheng Ye, Liucun Lu, Lishan Huang, Liang Lin, Xiaodan Liang:
Towards Quantifiable Dialogue Coherence Evaluation. 2718-2729 - Marcos García, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio:
Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels. 2730-2741 - Nils Holzenberger, Benjamin Van Durme:
Factoring Statutory Reasoning as Language Understanding Challenges. 2742-2758 - Tetsuya Sakai:
Evaluating Evaluation Measures for Ordinal Classification and Ordinal Quantification. 2759-2769 - Zijun Yao, Chengjiang Li, Tiansi Dong, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Yichi Zhang, Zelin Dai:
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making. 2770-2781 - Yongliang Shen, Xinyin Ma, Zeqi Tan, Shuai Zhang, Wen Wang, Weiming Lu:
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition. 2782-2794 - Yaojie Lu, Hongyu Lin, Jin Xu, Xianpei Han, Jialong Tang, Annan Li, Le Sun, Meng Liao, Shaoyi Chen:
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction. 2795-2806 - Dianbo Sui, Zhengkun Tian, Yubo Chen, Kang Liu, Jun Zhao:
A Large-Scale Chinese Multimodal NER Dataset with Speech Clues. 2807-2818 - Zongcheng Ji, Tian Xia, Mei Han, Jing Xiao:
A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization. 2819-2827 - Shumin Deng, Ningyu Zhang, Luoqiu Li, Hui Chen, Huaixiao Tou, Mosha Chen, Fei Huang, Huajun Chen:
OntoED: Low-resource Event Detection with Ontology Embedding. 2828-2839 - Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King:
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation. 2840-2850 - Linqing Chen, Junhui Li, Zhengxian Gong, Boxing Chen, Weihua Luo, Min Zhang, Guodong Zhou:
Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training. 2851-2861 - Yang Feng, Shuhao Gu, Dengji Guo, Zhengxin Yang, Chenze Shao:
Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation. 2862-2872 - Luisa Bentivogli, Mauro Cettolo, Marco Gaido, Alina Karakanta, Alberto Martinelli, Matteo Negri, Marco Turchi:
Cascade versus Direct Speech Translation: Do the Differences Still Make a Difference? 2873-2887 - Cheonbok Park, Yunwon Tae, Taehee Kim, Soyoung Yang, Mohammad Azam Khan, Lucy Park, Jaegul Choo:
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning. 2888-2901 - Zhuoyuan Mao, Prakhar Gupta, Chenhui Chu, Martin Jaggi, Sadao Kurohashi:
Lightweight Cross-Lingual Sentence Representation Learning. 2902-2913 - Siyu Ding, Junyuan Shang, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer. 2914-2927 - Yuanxin Liu, Fandong Meng, Zheng Lin, Weiping Wang, Jie Zhou:
Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation. 2928-2941 - Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul, Peerapon Vateekul:
Rational LAMOL: A Rationale-based Lifelong Learning Framework. 2942-2953 - Zhibin Duan, Hao Zhang, Chaojie Wang, Zhengjue Wang, Bo Chen, Mingyuan Zhou:
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering. 2954-2967 - Wei Zhu:
LeeBERT: Learned Early Exit for BERT with cross-level optimization. 2968-2980 - Reinald Adrian Pugoy, Hung-Yu Kao:
Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering. 2981-2990 - Shulin Liu, Tao Yang, Tianchi Yue, Feng Zhang, Di Wang:
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction. 2991-3000 - Fenglin Liu, Shen Ge, Xian Wu:
Competence-based Multimodal Curriculum Learning for Medical Report Generation. 3001-3012 - Xinying Qiu, Yuan Chen, Hanwu Chen, Jian-Yun Nie, Yuming Shen, Dawei Lu:
Learning Syntactic Dense Embedding with Correlation Graph for Automatic Readability Assessment. 3013-3025 - Haojie Pan, Chengyu Wang, Minghui Qiu, Yichang Zhang, Yaliang Li, Jun Huang:
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains. 3026-3036 - Yilin Niu, Fei Huang, Jiaming Liang, Wenkai Chen, Xiaoyan Zhu, Minlie Huang:
A Semantic-based Method for Unsupervised Commonsense Question Answering. 3037-3049 - Shourya Aggarwal, Divyanshu Mandowara, Vishwajeet Agrawal, Dinesh Khandelwal, Parag Singla, Dinesh Garg:
Explanations for CommonsenseQA: New Dataset and Models. 3050-3065 - Ori Ram, Yuval Kirstain, Jonathan Berant, Amir Globerson, Omer Levy:
Few-Shot Question Answering by Pretraining Span Selection. 3066-3079 - Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao:
UnitedQA: A Hybrid Approach for Open Domain Question Answering. 3080-3090 - James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Y. Halevy:
Database reasoning over text. 3091-3104 - Vânia Mendonça, Ricardo Rei, Luísa Coheur, Alberto Sardinha, Ana Lúcia Santos:
Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort. 3105-3117 - Phillip Rust, Jonas Pfeiffer, Ivan Vulic, Sebastian Ruder, Iryna Gurevych:
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models. 3118-3135 - Antonio Martínez-García, Toni Badia, Jeremy Barnes:
Evaluating morphological typology in zero-shot cross-lingual transfer. 3136-3153 - Ishan Tarunesh, Syamantak Kumar, Preethi Jyothi:
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text. 3154-3169 - Qiuxiang He, Guoping Huang, Qu Cui, Li Li, Lemao Liu:
Fast and Accurate Neural Machine Translation with Translation Memory. 3170-3180 - Philine Zeinert, Nanna Inie, Leon Derczynski:
Annotating Online Misogyny. 3181-3197 - Ning Ding, Guangwei Xu, Yulin Chen, Xiaobin Wang, Xu Han, Pengjun Xie, Haitao Zheng, Zhiyuan Liu:
Few-NERD: A Few-shot Named Entity Recognition Dataset. 3198-3213 - Dongyu Zhang, Minghao Zhang, Heting Zhang, Liang Yang, Hongfei Lin:
MultiMET: A Multimodal Dataset for Metaphor Understanding. 3214-3225 - Margherita Fanton, Helena Bonaldi, Serra Sinem Tekiroglu, Marco Guerini:
Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate Speech. 3226-3240 - Cunxiang Wang, Pai Liu, Yue Zhang:
Can Generative Pre-trained Language Models Serve As Knowledge Bases for Closed-book QA? 3241-3251 - Zeyu Zhang, Thuy Vu, Alessandro Moschitti:
Joint Models for Answer Verification in Question Answering Systems. 3252-3262 - Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang:
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction. 3263-3276 - Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua:
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance. 3277-3287 - Yunshi Lan, Jing Jiang:
Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering. 3288-3297 - James Thorne, Andreas Vlachos:
Evidence-based Factual Error Correction. 3298-3309 - Austin Blodgett, Nathan Schneider:
Probabilistic, Structure-Aware Algorithms for Improved Variety, Accuracy, and Coverage of AMR Alignments. 3310-3321 - Henry Conklin, Bailin Wang, Kenny Smith, Ivan Titov:
Meta-Learning to Compositionally Generalize. 3322-3335 - Shizhe Diao, Ruijia Xu, Hongjin Su, Yilei Jiang, Yan Song, Tong Zhang:
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation. 3336-3349 - Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou:
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. 3350-3363 - Hanqi Yan, Lin Gui, Gabriele Pergola, Yulan He:
Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction. 3364-3375 - Roy Bar-Haim, Lilach Eden, Yoav Kantor, Roni Friedman, Noam Slonim:
Every Bite Is an Experience: Key Point Analysis of Business Reviews. 3376-3386 - Jeremy Barnes, Robin Kurtz, Stephan Oepen, Lilja Øvrelid, Erik Velldal:
Structured Sentiment Analysis as Dependency Graph Parsing. 3387-3402 - Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei:
Consistency Regularization for Cross-Lingual Fine-Tuning. 3403-3417 - Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei:
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment. 3418-3430 - Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation. 3431-3441 - Guangsheng Bao, Yue Zhang, Zhiyang Teng, Boxing Chen, Weihua Luo:
G-Transformer for Document-Level Machine Translation. 3442-3455 - Mengqi Miao, Fandong Meng, Yijin Liu, Xiao-Hua Zhou, Jie Zhou:
Prevent the Language Model from being Overconfident in Neural Machine Translation. 3456-3468 - Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, Minlie Huang:
Towards Emotional Support Dialog Systems. 3469-3483 - Yanan Wu, Zhiyuan Zeng, Keqing He, Hong Xu, Yuanmeng Yan, Huixing Jiang, Weiran Xu:
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System. 3484-3494 - Lei Shen, Fandong Meng, Jinchao Zhang, Yang Feng, Jie Zhou:
GTM: A Generative Triple-wise Model for Conversational Question Generation. 3495-3506 - Yida Wang, Yinhe Zheng, Yong Jiang, Minlie Huang:
Diversifying Dialog Generation via Adaptive Label Smoothing. 3507-3520 - Li-Ming Zhan, Haowen Liang, Bo Liu, Lu Fan, Xiao-Ming Wu, Albert Y. S. Lam:
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training. 3521-3532 - Runxin Xu, Tianyu Liu, Lei Li, Baobao Chang:
Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker. 3533-3546 - Yiran Wang, Hiroyuki Shindo, Yuji Matsumoto, Taro Watanabe:
Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path. 3547-3557 - Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen:
LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification. 3558-3571 - Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao:
Revisiting the Negative Data of Distantly Supervised Relation Extraction. 3572-3581 - Zequn Sun, Muhao Chen, Wei Hu:
Knowing the No-match: Entity Alignment with Dangling Cases. 3582-3593 - Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex Words. 3594-3608 - Asahi Ushio, Luis Espinosa Anke, Steven Schockaert, José Camacho-Collados:
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? 3609-3624 - Marcos García:
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy. 3625-3640 - Jie Huang, Kevin Chang, Jinjun Xiong, Wen-Mei Hwu:
Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach. 3641-3651 - Weixin Liang, Kaihui Liang, Zhou Yu:
HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations. 3652-3665 - Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Andrew Wolfe, Jacob Andreas, Dan Klein:
Value-Agnostic Conversational Semantic Parsing. 3666-3681 - Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Xiubo Geng, Daxin Jiang:
MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding. 3682-3692 - Morteza Rohanian, Julian Hough:
Best of Both Worlds: Making High Accuracy Non-incremental Transformer-based Disfluency Detection Incremental. 3693-3703 - Sungdong Kim, Minsuk Chang, Sang-Woo Lee:
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation. 3704-3717 - Cory Shain:
CDRNN: Discovering Complex Dynamics in Human Language Processing. 3718-3734 - Peng Qian, Tahira Naseem, Roger Levy, Ramón Fernandez Astudillo:
Structural Guidance for Transformer Language Models. 3735-3745 - Byung-Doh Oh, Christian Clark, William Schuler:
Surprisal Estimators for Human Reading Times Need Character Models. 3746-3757 - Yuqi Ren, Deyi Xiong:
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals. 3758-3769 - Shunyu Yao, Binghui Peng, Christos H. Papadimitriou, Karthik Narasimhan:
Self-Attention Networks Can Process Bounded Hierarchical Languages. 3770-3785 - Parker Riley, Noah Constant, Mandy Guo, Girish Kumar, David C. Uthus, Zarana Parekh:
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling. 3786-3800 - Zhenhai Zhu, Radu Soricut:
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences. 3801-3815 - Tianyu Gao, Adam Fisch, Danqi Chen:
Making Pre-trained Language Models Better Few-shot Learners. 3816-3830 - Thai Le, Noseong Park, Dongwon Lee:
A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger's Adversarial Attacks. 3831-3844 - Lingwei Wei, Dou Hu, Wei Zhou, Zhaojuan Yue, Songlin Hu:
Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection. 3845-3854 - Qianwen Ma, Chunyuan Yuan, Wei Zhou, Songlin Hu:
Label-Specific Dual Graph Neural Network for Multi-Label Text Classification. 3855-3864 - Madhur Panwar, Shashank Shailabh, Milan Aggarwal, Balaji Krishnamurthy:
TAN-NTM: Topic Attention Networks for Neural Topic Modeling. 3865-3880 - Yanda Chen, Chris Kedzie, Suraj Nair, Petra Galuscáková, Rui Zhang, Douglas W. Oard, Kathleen R. McKeown:
Cross-language Sentence Selection via Data Augmentation and Rationale Training. 3881-3895 - Dimitris Pappas, Ion Androutsopoulos:
A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections. 3896-3907 - Patrick Huber, Wen Xiao, Giuseppe Carenini:
W-RST: Towards a Weighted RST-style Discourse Framework. 3908-3918 - Yanjun Gao, Ting-Hao Kenneth Huang, Rebecca J. Passonneau:
ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences. 3919-3931 - Najoung Kim, Ellie Pavlick, Burcu Karagol Ayan, Deepak Ramachandran:
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering. 3932-3945 - Longyin Zhang, Fang Kong, Guodong Zhou:
Adversarial Learning for Discourse Rhetorical Structure Parsing. 3946-3957 - Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang:
Exploring Discourse Structures for Argument Impact Classification. 3958-3969 - Tong Zhang, Long Zhang, Wei Ye, Bo Li, Jinan Sun, Xiaoyu Zhu, Wen Zhao, Shikun Zhang:
Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries for Neural Machine Translation. 3970-3979 - Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si:
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation. 3980-3994 - Rachel Wicks, Matt Post:
A unified approach to sentence segmentation of punctuated text in many languages. 3995-4007 - Huan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang, Jinsong Su:
Towards User-Driven Neural Machine Translation. 4008-4018 - Josef Jon, João Paulo Aires, Dusan Varis, Ondrej Bojar:
End-to-End Lexically Constrained Machine Translation for Morphologically Rich Languages. 4019-4033 - Farhad Akhbardeh, Cecilia Ovesdotter Alm, Marcos Zampieri, Travis Desell:
Handling Extreme Class Imbalance in Technical Logbook Datasets. 4034-4045 - Vijit Malik, Rishabh Sanjay, Shubham Kumar Nigam, Kripabandhu Ghosh, Shouvik Kumar Guha, Arnab Bhattacharya, Ashutosh Modi:
ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation. 4046-4062 - Thiemo Wambsganss, Christina Niklaus, Matthias Söllner, Siegfried Handschuh, Jan Marco Leimeister:
Supporting Cognitive and Emotional Empathic Writing of Students. 4063-4077 - Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang:
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering. 4078-4088 - Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen:
Generation-Augmented Retrieval for Open-Domain Question Answering. 4089-4100 - Qingyi Si, Zheng Lin, Mingyu Zheng, Peng Fu, Weiping Wang:
Check It Again: Progressive Visual Question Answering via Visual Entailment. 4101-4110 - Zhihong Shao, Lifeng Shang, Qun Liu, Minlie Huang:
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering. 4111-4124 - Abhilasha Ravichander, Alan W. Black, Thomas B. Norton, Shomir Wilson, Norman M. Sadeh:
Breaking Down Walls of Text: How Can NLP Benefit Consumer Privacy? 4125-4140 - Christopher Schröder, Kim Bürgl, Yves Annanias, Andreas Niekler, Lydia Müller, Daniel Wiegreffe, Christian Bender, Christoph Mengs, Gerik Scheuermann, Gerhard Heyer:
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning. 4141-4152 - Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan:
Reliability Testing for Natural Language Processing Systems. 4153-4169 - Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas B. Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency:
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. 4170-4187 - Pierre Lison, Ildikó Pilán, David Sánchez, Montserrat Batet, Lilja Øvrelid:
Anonymisation Models for Text Data: State of the art, Challenges and Future Directions. 4188-4203 - Qiankun Fu, Linfeng Song, Wenyu Du, Yue Zhang:
End-to-End AMR Corefencence Resolution. 4204-4214 - Bai Li, Zining Zhu, Guillaume Thomas, Yang Xu, Frank Rudzicz:
How is BERT surprised? Layerwise detection of linguistic anomalies. 4215-4228 - Tao Yang, Feifan Yang, Haolan Ouyang, Xiaojun Quan:
Psycholinguistic Tripartite Graph Network for Personality Detection. 4229-4239 - Wei Song, Shuhui Zhou, Ruiji Fu, Ting Liu, Lizhen Liu:
Verb Metaphor Detection via Contextual Relation Learning. 4240-4251 - Yun Tang, Juan Miguel Pino, Xian Li, Changhan Wang, Dmitriy Genzel:
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task. 4252-4261 - Nedjma Ousidhoum, Xinran Zhao, Tianqing Fang, Yangqiu Song, Dit-Yan Yeung:
Probing Toxic Content in Large Pre-Trained Language Models. 4262-4274 - Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng:
Societal Biases in Language Generation: Progress and Challenges. 4275-4293 - Sheng Shen, Alexei Baevski, Ari S. Morcos, Kurt Keutzer, Michael Auli, Douwe Kiela:
Reservoir Transformers. 4294-4309 - Puria Radmard, Yassir Fathullah, Aldo Lipani:
Subsequence Based Deep Active Learning for Named Entity Recognition. 4310-4321 - Tyler A. Chang, Yifan Xu, Weijian Xu, Zhuowen Tu:
Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models. 4322-4333 - Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jin Jin, Xin Jiang, Qun Liu, Michael R. Lyu, Irwin King:
BinaryBERT: Pushing the Limit of BERT Quantization. 4334-4348 - Yi Tay, Mostafa Dehghani, Jai Prakash Gupta, Vamsi Aribandi, Dara Bahri, Zhen Qin, Donald Metzler:
Are Pretrained Convolutions Better than Pretrained Transformers? 4349-4359 - Linlin Chao, Jianshan He, Taifeng Wang, Wei Chu:
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors. 4360-4369 - Haibin Chen, Qianli Ma, Zhenxi Lin, Jiangyue Yan:
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification. 4370-4379 - Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang:
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability. 4380-4390 - Qingfu Zhu, Wei-Nan Zhang, Ting Liu, William Yang Wang:
Neural Stylistic Response Generation with Disentangled Latent Variables. 4391-4401 - Wasi Uddin Ahmad, Jianfeng Chi, Tu Le, Thomas Norton, Yuan Tian, Kai-Wei Chang:
Intent Classification and Slot Filling for Privacy Policies. 4402-4417 - Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao:
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems. 4418-4429 - Xuefeng Bai, Yulong Chen, Linfeng Song, Yue Zhang:
Semantic Representation for Dialogue Modeling. 4430-4445 - Chongyang Tao, Changyu Chen, Jiazhan Feng, Ji-Rong Wen, Rui Yan:
A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations. 4446-4457 - Yuanhe Tian, Guimin Chen, Yan Song, Xiang Wan:
Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks. 4458-4471 - Anthony Chen, Pallavi Gudipati, Shayne Longpre, Xiao Ling, Sameer Singh:
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP. 4472-4485 - Pedro Rodriguez, Joe Barrow, Alexander Miserlis Hoyle, John P. Lalor, Robin Jia, Jordan L. Boyd-Graber:
Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards? 4486-4503 - Ashkan Kazemi, Kiran Garimella, Devin Gaffney, Scott Hale:
Claim Matching Beyond English to Scale Global Fact-Checking. 4504-4517 - Shuo Ren, Long Zhou, Shujie Liu, Furu Wei, Ming Zhou, Shuai Ma:
SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation. 4518-4527 - Sumanta Bhattacharyya, Amirmohammad Rooshenas, Subhajit Naskar, Simeng Sun, Mohit Iyyer, Andrew McCallum:
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models. 4528-4537 - Wasi Uddin Ahmad, Haoran Li, Kai-Wei Chang, Yashar Mehdad:
Syntax-augmented Multilingual BERT for Cross-lingual Transfer. 4538-4554 - Abteen Ebrahimi, Katharina Kann:
How to Adapt Your Pretrained Multilingual Model to 1600 Languages. 4555-4567 - Jiacheng Li, Haibo Ding, Jingbo Shang, Julian J. McAuley, Zhe Feng:
Weakly Supervised Named Entity Tagging with Learnable Logical Rules. 4568-4581 - Xiang Lisa Li, Percy Liang:
Prefix-Tuning: Optimizing Continuous Prompts for Generation. 4582-4597 - Jiacheng Ye, Tao Gui, Yichao Luo, Yige Xu, Qi Zhang:
One2Set: Generating Diverse Keyphrases as a Set. 4598-4608 - Zineng Tang, Shiyue Zhang, Hyounghun Kim, Mohit Bansal:
Continuous Language Generative Flow. 4609-4622 - Fangwei Zhu, Shangqing Tu, Jiaxin Shi, Juanzi Li, Lei Hou, Tong Cui:
TWAG: A Topic-Guided Wikipedia Abstract Generator. 4623-4635 - Woojeong Jin, Rahul Khanna, Suji Kim, Dong-Ho Lee, Fred Morstatter, Aram Galstyan, Xiang Ren:
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data. 4636-4650 - Khalil Mrini, Emilia Farcas, Ndapa Nakashole:
Recursive Tree-Structured Self-Attention for Answer Sentence Selection. 4651-4661 - Zikun Hu, Yixin Cao, Lifu Huang, Tat-Seng Chua:
How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction. 4662-4671 - Kaiwen Wei, Xian Sun, Zequn Zhang, Jingyuan Zhang, Zhi Guo, Li Jin:
Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction. 4672-4682 - Fangchao Liu, Lingyong Yan, Hongyu Lin, Xianpei Han, Le Sun:
Element Intervention for Open Relation Extraction. 4683-4693 - Jun Yan, Nasser Zalmout, Yan Liang, Christan Grant, Xiang Ren, Xin Luna Dong:
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding. 4694-4705 - Zhengbao Jiang, Jialong Han, Bunyamin Sisman, Xin Luna Dong:
CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction. 4706-4716 - Robert L. Logan IV, Andrew McCallum, Sameer Singh, Daniel M. Bikel:
Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference. 4717-4731 - Zixuan Li, Xiaolong Jin, Saiping Guan, Wei Li, Jiafeng Guo, Yuanzhuo Wang, Xueqi Cheng:
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs. 4732-4743 - Khalid Al Khatib, Lukas Trautner, Henning Wachsmuth, Yufang Hou, Benno Stein:
Employing Argumentation Knowledge Graphs for Neural Argument Generation. 4744-4754 - Lu Xu, Yew Ken Chia, Lidong Bing:
Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction. 4755-4766 - Yafu Li, Yongjing Yin, Yulong Chen, Yue Zhang:
On Compositional Generalization of Neural Machine Translation. 4767-4780 - Chi Chen, Maosong Sun, Yang Liu:
Mask-Align: Self-Supervised Neural Word Alignment. 4781-4791 - Huayang Li, Lemao Liu, Guoping Huang, Shuming Shi:
GWLAN: General Word-Level AutocompletioN for Computer-Aided Translation. 4792-4802 - Wenkai Zhang, Hongyu Lin, Xianpei Han, Le Sun:
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention. 4803-4813 - Fei Li, Zhichao Lin, Meishan Zhang, Donghong Ji:
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition. 4814-4828 - Dongfang Lou, Zhilin Liao, Shumin Deng, Ningyu Zhang, Huajun Chen:
MLBiNet: A Cross-Sentence Collective Event Detection Network. 4829-4839 - Hieu Minh Tran, Duy Phung, Thien Huu Nguyen:
Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution. 4840-4850 - Xuetao Tian, Liping Jing, Lu He, Feng Liu:
StereoRel: Relational Triple Extraction from a Stereoscopic Perspective. 4851-4861 - Pengfei Cao, Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao, Yuguang Chen, Weihua Peng:
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks. 4862-4872 - Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu, Maosong Sun:
Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution. 4873-4883 - Demi Guo, Alexander M. Rush, Yoon Kim:
Parameter-Efficient Transfer Learning with Diff Pruning. 4884-4896 - Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo:
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling. 4897-4908 - Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Risk Minimization for Zero-shot Sequence Labeling. 4909-4920 - Karen Hambardzumyan, Hrant Khachatrian, Jonathan May:
WARP: Word-level Adversarial ReProgramming. 4921-4933 - Ekin Akyürek, Jacob Andreas:
Lexicon Learning for Few Shot Sequence Modeling. 4934-4946 - Lei Li, Yongfeng Zhang, Li Chen:
Personalized Transformer for Explainable Recommendation. 4947-4957 - Kundan Krishna, Sopan Khosla, Jeffrey P. Bigham, Zachary C. Lipton:
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques. 4958-4972 - Piji Li, Shuming Shi:
Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction. 4973-4984 - Matthias Vogt, Ulf Leser, Alan Akbik:
Early Detection of Sexual Predators in Chats. 4985-4999 - Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma:
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation. 5000-5009 - Xuepeng Wang, Li Zhao, Bing Liu, Tao Chen, Feng Zhang, Di Wang:
Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification. 5010-5019 - Xiaopeng Lu, Tiancheng Zhao, Kyusong Lee:
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words. 5020-5029 - Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett:
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision. 5030-5043 - Changchun Li, Ximing Li, Jihong Ouyang:
Semi-Supervised Text Classification with Balanced Deep Representation Distributions. 5044-5053 - Hongyin Tang, Xingwu Sun, Beihong Jin, Jingang Wang, Fuzheng Zhang, Wei Wu:
Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval. 5054-5064 - Yuanmeng Yan, Rumei Li, Sirui Wang, Fuzheng Zhang, Wei Wu, Weiran Xu:
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer. 5065-5075 - Hui Jiang, Chulun Zhou, Fandong Meng, Biao Zhang, Jie Zhou, Degen Huang, Qingqiang Wu, Jinsong Su:
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation. 5076-5085 - Debjit Paul, Anette Frank:
COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion. 5086-5099 - Hao Huang, Xiubo Geng, Jian Pei, Guodong Long, Daxin Jiang:
Reasoning over Entity-Action-Location Graph for Procedural Text Understanding. 5100-5109 - Shan Wu, Bo Chen, Chunlei Xin, Xianpei Han, Le Sun, Weipeng Zhang, Jiansong Chen, Fan Yang, Xunliang Cai:
From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding. 5110-5121 - Yian Li, Hai Zhao:
Pre-training Universal Language Representation. 5122-5133 - Zhuosheng Zhang, Hai Zhao:
Structural Pre-training for Dialogue Comprehension. 5134-5145 - Yichun Yin, Cheng Chen, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu:
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models. 5146-5157 - Xin Dong, Yaxin Zhu, Zuohui Fu, Dongkuan Xu, Gerard de Melo:
Data Augmentation with Adversarial Training for Cross-Lingual NLI. 5158-5167 - Yan Zhang, Ruidan He, Zuozhu Liu, Lidong Bing, Haizhou Li:
Bootstrapped Unsupervised Sentence Representation Learning. 5168-5180 - Li Du, Xiao Ding, Ting Liu, Bing Qin:
Learning Event Graph Knowledge for Abductive Reasoning. 5181-5190 - Jason Wei, Clara Meister, Ryan Cotterell:
A Cognitive Regularizer for Language Modeling. 5191-5202 - Tatsuki Kuribayashi, Yohei Oseki, Takumi Ito, Ryo Yoshida, Masayuki Asahara, Kentaro Inui:
Lower Perplexity is Not Always Human-Like. 5203-5217 - Ming Wang, Yinglin Wang:
Word Sense Disambiguation: Towards Interactive Context Exploitation from Both Word and Sense Perspectives. 5218-5229 - Xuefeng Su, Ru Li, Xiaoli Li, Jeff Z. Pan, Hu Zhang, Qinghua Chai, Xiaoqi Han:
A Knowledge-Guided Framework for Frame Identification. 5230-5240 - Prakhar Gupta, Martin Jaggi:
Obtaining Better Static Word Embeddings Using Contextual Embedding Models. 5241-5253 - Ying-Jun Du, Nithin Holla, Xiantong Zhen, Cees Snoek, Ekaterina Shutova:
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation. 5254-5268 - Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
LexFit: Lexical Fine-Tuning of Pretrained Language Models. 5269-5283 - Wei-Ning Hsu, David Harwath, Tyler Miller, Christopher Song, James R. Glass:
Text-Free Image-to-Speech Synthesis Using Learned Segmental Units. 5284-5300 - Jiajia Tang, Kang Li, Xuanyu Jin, Andrzej Cichocki, Qibin Zhao, Wanzeng Kong:
CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network. 5301-5311 - Ziyang Luo, Artur Kulmizev, Xiaoxi Mao:
Positional Artefacts Propagate Through Masked Language Model Embeddings. 5312-5327 - Clara Meister, Ryan Cotterell:
Language Model Evaluation Beyond Perplexity. 5328-5339 - Xuelin Situ, Ingrid Zukerman, Cécile Paris, Sameen Maruf, Gholamreza Haffari:
Learning to Explain: Generating Stable Explanations Fast. 5340-5355 - Moin Nadeem, Anna Bethke, Siva Reddy:
StereoSet: Measuring stereotypical bias in pretrained language models. 5356-5371 - Zhongtao Jiang, Yuanzhe Zhang, Zhao Yang, Jun Zhao, Kang Liu:
Alignment Rationale for Natural Language Inference. 5372-5387 - Peiyu Liu, Ze-Feng Gao, Wayne Xin Zhao, Zhi-Yuan Xie, Zhong-Yi Lu, Ji-Rong Wen:
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators. 5388-5398 - Wei Zhang, Ziming Huang, Yada Zhu, Guangnan Ye, Xiaodong Cui, Fan Zhang:
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation. 5399-5411 - Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong, Wanjun Zhong, Xiaojun Quan, Daxin Jiang, Nan Duan:
Syntax-Enhanced Pre-trained Model. 5412-5422 - Bo Zhang, Xiaoming Zhang, Yun Liu, Lei Cheng, Zhoujun Li:
Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation. 5423-5433 - Chen Qian, Fuli Feng, Lijie Wen, Chunping Ma, Pengjun Xie:
Counterfactual Inference for Text Classification Debiasing. 5434-5445 - Tao Qi, Fangzhao Wu, Chuhan Wu, Peiru Yang, Yang Yu, Xing Xie, Yongfeng Huang:
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation. 5446-5456 - Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang:
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity. 5457-5467 - Qiang Sheng, Juan Cao, Xueyao Zhang, Xirong Li, Lei Zhong:
Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims. 5468-5481 - Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang:
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble. 5482-5492 - Ofir Press, Noah A. Smith, Mike Lewis:
Shortformer: Better Language Modeling using Shorter Inputs. 5493-5505 - Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu:
BanditMTL: Bandit-based Multi-task Learning for Text Classification. 5506-5516 - Hidetaka Kamigaito, Katsuhiko Hayashi:
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding. 5517-5531 - Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin:
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation. 5532-5542 - Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun:
Rethinking Stealthiness of Backdoor Attack against NLP Models. 5543-5557 - Xin Zhang, Guangwei Xu, Yueheng Sun, Meishan Zhang, Pengjun Xie:
Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition. 5558-5570 - Quzhe Huang, Shengqi Zhu, Yansong Feng, Dongyan Zhao:
Exploring Distantly-Labeled Rationales in Neural Network Models. 5571-5582 - Seanie Lee, Minki Kang, Juho Lee, Sung Ju Hwang:
Learning to Perturb Word Embeddings for Out-of-distribution QA. 5583-5595 - Zujie Liang, Huang Hu, Can Xu, Chongyang Tao, Xiubo Geng, Yining Chen, Fan Liang, Daxin Jiang:
Maria: A Visual Experience Powered Conversational Agent. 5596-5611 - Yangjun Zhang, Pengjie Ren, Maarten de Rijke:
A Human-machine Collaborative Framework for Evaluating Malevolence in Dialogues. 5612-5623 - Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li:
Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders. 5624-5637 - Zhongkun Liu, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Maarten de Rijke, Ming Zhou:
Learning to Ask Conversational Questions by Optimizing Levenshtein Distance. 5638-5650 - Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur:
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. 5651-5665 - Jingwen Hu, Yuchen Liu, Jinming Zhao, Qin Jin:
MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation. 5666-5675 - Chen Zhang, Yiming Chen, Luis Fernando D'Haro, Yan Zhang, Thomas Friedrichs, Grandee Lee, Haizhou Li:
DynaEval: Unifying Turn and Dialogue Level Evaluation. 5676-5689 - Junjie Huang, Duyu Tang, Linjun Shou, Ming Gong, Ke Xu, Daxin Jiang, Ming Zhou, Nan Duan:
CoSQA: 20, 000+ Web Queries for Code Search and Question Answering. 5690-5700 - Yangming Li, Kaisheng Yao:
Rewriter-Evaluator Architecture for Neural Machine Translation. 5701-5710 - Yunlong Liang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou:
Modeling Bilingual Conversational Characteristics for Neural Chat Translation. 5711-5724 - Wanying Xie, Yang Feng, Shuhao Gu, Dong Yu:
Importance-based Neuron Allocation for Multilingual Neural Machine Translation. 5725-5737 - Xuancheng Huang, Jingfang Xu, Maosong Sun, Yang Liu:
Transfer Learning for Sequence Generation: from Single-source to Multi-source. 5738-5750 - Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze:
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. 5751-5767 - Mingzhu Wu, Nafise Sadat Moosavi, Dan Roth, Iryna Gurevych:
Coreference Reasoning in Machine Reading Comprehension. 5768-5781 - Liwen Zhang, Ge Wang, Wenjuan Han, Kewei Tu:
Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing. 5782-5794 - Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
A Conditional Splitting Framework for Efficient Constituency Parsing. 5795-5807 - Hang Yan, Tao Gui, Junqi Dai, Qipeng Guo, Zheng Zhang, Xipeng Qiu:
A Unified Generative Framework for Various NER Subtasks. 5808-5822 - Chen Gong, Saihao Huang, Houquan Zhou, Zhenghua Li, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan:
An In-depth Study on Internal Structure of Chinese Words. 5823-5833 - Linlin Liu, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Luo Si, Chunyan Miao:
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER. 5834-5846 - Wei Liu, Xiyan Fu, Yue Zhang, Wenming Xiao:
Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter. 5847-5858 - Qinzhuo Wu, Qi Zhang, Zhongyu Wei, Xuanjing Huang:
Math Word Problem Solving with Explicit Numerical Values. 5859-5869 - Jinghui Qin, Xiaodan Liang, Yining Hong, Jianheng Tang, Liang Lin:
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks. 5870-5881 - Taolin Zhang, Zerui Cai, Chengyu Wang, Minghui Qiu, Bite Yang, Xiaofeng He:
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining. 5882-5893 - Yi Zhang, Zachary G. Ives, Dan Roth:
What is Your Article Based On? Inferring Fine-grained Provenance. 5894-5903 - Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan:
Cross-modal Memory Networks for Radiology Report Generation. 5904-5914 - Kamil Kanclerz, Alicja Figas, Marcin Gruza, Tomasz Kajdanowicz, Jan Kocon, Daria Puchalska, Przemyslaw Kazienko:
Controversy and Conformity: from Generalized to Personalized Aggressiveness Detection. 5915-5926 - Junhao Liu, Zhen Hai, Min Yang, Lidong Bing:
Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews. 5927-5936 - Xin Sun, Tao Ge, Furu Wei, Houfeng Wang:
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding. 5937-5947 - Tong Zhou, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Kun Niu, Weifeng Chong, Shengping Liu:
Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism. 5948-5957 - Li Huang, Junjie Li, Weiwei Jiang, Zhiyu Zhang, Minchuan Chen, Shaojun Wang, Jing Xiao:
PHMOSpell: Phonological and Morphological Knowledge Guided Chinese Spelling Check. 5958-5967 - Yi Cheng, Siyao Li, Bang Liu, Ruihui Zhao, Sujian Li, Chenghua Lin, Yefeng Zheng:
Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting. 5968-5978 - Liang Li, Can Ma, Yinliang Yue, Dayong Hu:
Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation. 5979-5989 - Kexin Yang, Wenqiang Lei, Dayiheng Liu, Weizhen Qi, Jiancheng Lv:
POS-Constrained Parallel Decoding for Non-autoregressive Generation. 5990-6000 - Xin Liu, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Min Zhang, Haiying Zhang, Jinsong Su:
Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation. 6001-6011 - Jie He, Bo Peng, Yi Liao, Qun Liu, Deyi Xiong:
TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models. 6012-6025 - Potsawee Manakul, Mark J. F. Gales:
Long-Span Summarization via Local Attention and Content Selection. 6026-6041 - Xiyan Fu, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Changlong Sun, Zhenglu Yang:
RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy. 6042-6051 - Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu, Haifeng Wang:
BASS: Boosting Abstractive Summarization with Unified Semantic Graph. 6052-6067 - Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Xiangliang Zhang, Dongyan Zhao, Rui Yan:
Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation. 6068-6077 - Rahul Aralikatte, Shashi Narayan, Joshua Maynez, Sascha Rothe, Ryan T. McDonald:
Focus Attention: Promoting Faithfulness and Diversity in Summarization. 6078-6095 - Yumo Xu, Mirella Lapata:
Generating Query Focused Summaries from Query-Free Resources. 6096-6109 - Kyungjae Lee, Seung-won Hwang, Sang-eun Han, Dohyeon Lee:
Robustifying Multi-hop QA through Pseudo-Evidentiality Training. 6110-6119 - Nan Yang, Furu Wei, Binxing Jiao, Daxing Jiang, Linjun Yang:
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering. 6120-6129 - Gangwoo Kim, Hyunjae Kim, Jungsoo Park, Jaewoo Kang:
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering. 6130-6141 - Xiaoxue Zang, Lijuan Liu, Maria Wang, Yang Song, Hao Zhang, Jindong Chen:
PhotoChat: A Human-Human Dialogue Dataset With Photo Sharing Behavior For Joint Image-Text Modeling. 6142-6152 - Zhiyong Wu, Lingpeng Kong, Wei Bi, Xiang Li, Ben Kao:
Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation. 6153-6166 - Ahjeong Seo, Gi-Cheon Kang, Joonhan Park, Byoung-Tak Zhang:
Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering. 6167-6177 - Yinghao Li, Pranav Shetty, Lucas Liu, Chao Zhang, Le Song:
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition. 6178-6190 - Tao Chen, Haizhou Shi, Siliang Tang, Zhigang Chen, Fei Wu, Yueting Zhuang:
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction. 6191-6200 - Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Xuanjing Huang, Yaqian Zhou:
SENT: Sentence-level Distant Relation Extraction via Negative Training. 6201-6213 - Baohang Zhou, Xiangrui Cai, Ying Zhang, Xiaojie Yuan:
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization. 6214-6224 - Hengyi Zheng, Rui Wen, Xi Chen, Yifan Yang, Yunyan Zhang, Ziheng Zhang, Ningyu Zhang, Bin Qin, Xu Ming, Yefeng Zheng:
PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction. 6225-6235 - Meihan Tong, Shuai Wang, Bin Xu, Yixin Cao, Minghui Liu, Lei Hou, Juanzi Li:
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition. 6236-6247 - Tuan Manh Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran:
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference. 6248-6260 - Zixuan Zhang, Nikolaus Nova Parulian, Heng Ji, Ahmed Elsayed, Skatje Myers, Martha Palmer:
Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation. 6261-6270 - Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Unleash GPT-2 Power for Event Detection. 6271-6282 - Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li, Jie Zhou:
CLEVE: Contrastive Pre-training for Event Extraction. 6283-6297 - Hang Yang, Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao, Taifeng Wang:
Document-level Event Extraction via Parallel Prediction Networks. 6298-6308 - Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si:
StructuralLM: Structural Pre-training for Form Understanding. 6309-6318 - Ruifan Li, Hao Chen, Fangxiang Feng, Zhanyu Ma, Xiaojie Wang, Eduard H. Hovy:
Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis. 6319-6329 - Mengting Hu, Shiwan Zhao, Honglei Guo, Chao Xue, Hang Gao, Tiegang Gao, Renhong Cheng, Zhong Su:
Multi-Label Few-Shot Learning for Aspect Category Detection. 6330-6340 - Liying Cheng, Tianyu Wu, Lidong Bing, Luo Si:
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding. 6341-6353 - Jianzhu Bao, Chuang Fan, Jipeng Wu, Yixue Dang, Jiachen Du, Ruifeng Xu:
A Neural Transition-based Model for Argumentation Mining. 6354-6364 - Philippe Laban, Tobias Schnabel, Paul N. Bennett, Marti A. Hearst:
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text. 6365-6378 - Jian Guan, Xiaoxi Mao, Changjie Fan, Zitao Liu, Wenbiao Ding, Minlie Huang:
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence. 6379-6393 - Jian Guan, Zhexin Zhang, Zhuoer Feng, Zitao Liu, Wenbiao Ding, Xiaoxi Mao, Changjie Fan, Minlie Huang:
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics. 6394-6407 - Xinyu Hua, Ashwin Sreevatsa, Lu Wang:
DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation. 6408-6423 - Shuyang Cao, Lu Wang:
Controllable Open-ended Question Generation with A New Question Type Ontology. 6424-6439 - Faidon Mitzalis, Ozan Caglayan, Pranava Madhyastha, Lucia Specia:
BERTGen: Multi-task Generation through BERT. 6440-6455 - Fusheng Wang, Jianhao Yan, Fandong Meng, Jie Zhou:
Selective Knowledge Distillation for Neural Machine Translation. 6456-6466 - Patrick Fernandes, Kayo Yin, Graham Neubig, André F. T. Martins:
Measuring and Increasing Context Usage in Context-Aware Machine Translation. 6467-6478 - Aitor Ormazabal, Mikel Artetxe, Aitor Soroa, Gorka Labaka, Eneko Agirre:
Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring. 6479-6489 - Holger Schwenk, Guillaume Wenzek, Sergey Edunov, Edouard Grave, Armand Joulin, Angela Fan:
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web. 6490-6500 - Gyuwan Kim, Kyunghyun Cho:
Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search. 6501-6511 - Zhiqi Huang, Lu Hou, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu:
GhostBERT: Generate More Features with Cheap Operations for BERT. 6512-6523 - Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Weizhu Chen:
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization. 6524-6538 - Pierre Colombo, Pablo Piantanida, Chloé Clavel:
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations. 6539-6550 - Clara Meister, Martina Forster, Ryan Cotterell:
Determinantal Beam Search. 6551-6562 - Shuoran Jiang, Qingcai Chen, Xin Liu, Baotian Hu, Lisai Zhang:
Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning. 6563-6573 - Jiban Adhikary, Jamie Berger, Keith Vertanen:
Accelerating Text Communication via Abbreviated Sentence Input. 6574-6588 - Yuqing Xie, Yi-An Lai, Yuanjun Xiong, Yi Zhang, Stefano Soatto:
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates. 6589-6602 - Dimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, Firoj Alam, Fabrizio Silvestri, Hamed Firooz, Preslav Nakov, Giovanni Da San Martino:
Detecting Propaganda Techniques in Memes. 6603-6617 - Divyansh Kaushik, Douwe Kiela, Zachary C. Lipton, Wen-tau Yih:
On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study. 6618-6633 - Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, Danqi Chen:
Learning Dense Representations of Phrases at Scale. 6634-6647 - Devendra Singh Sachan, Mostofa Patwary, Mohammad Shoeybi, Neel Kant, Wei Ping, William L. Hamilton, Bryan Catanzaro:
End-to-End Training of Neural Retrievers for Open-Domain Question Answering. 6648-6662 - Apoorv Saxena, Soumen Chakrabarti, Partha P. Talukdar:
Question Answering Over Temporal Knowledge Graphs. 6663-6676 - Ruibo Liu, Jason Wei, Soroush Vosoughi:
Language Model Augmented Relevance Score. 6677-6690 - Alisa Liu, Maarten Sap, Ximing Lu, Swabha Swayamdipta, Chandra Bhagavatula, Noah A. Smith, Yejin Choi:
DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts. 6691-6706 - Tongshuang Wu, Marco Túlio Ribeiro, Jeffrey Heer, Daniel S. Weld:
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models. 6707-6723 - Kevin Stowe, Tuhin Chakrabarty, Nanyun Peng, Smaranda Muresan, Iryna Gurevych:
Metaphor Generation with Conceptual Mappings. 6724-6736 - Chaitanya Kulkarni, Jany Chan, Eric Fosler-Lussier, Raghu Machiraju:
Learning Latent Structures for Cross Action Phrase Relations in Wet Lab Protocols. 6737-6750 - Ramit Sawhney, Mihir Goyal, Prakhar Goel, Puneet Mathur, Rajiv Ratn Shah:
Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines. 6751-6762 - Rashad Albo Jamara, Nico Herbig, Antonio Krüger, Josef van Genabith:
Mid-Air Hand Gestures for Post-Editing of Machine Translation. 6763-6773 - Pan Lu, Ran Gong, Shibiao Jiang, Liang Qiu, Siyuan Huang, Xiaodan Liang, Song-Chun Zhu:
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning. 6774-6786 - Michael Sejr Schlichtkrull, Vladimir Karpukhin, Barlas Oguz, Mike Lewis, Wen-tau Yih, Sebastian Riedel:
Joint Verification and Reranking for Open Fact Checking Over Tables. 6787-6799 - Iman Munire Bilal, Bo Wang, Maria Liakata, Rob Procter, Adam Tsakalidis:
Evaluation of Thematic Coherence in Microblogs. 6800-6814 - Wuwei Lan, Chao Jiang, Wei Xu:
Neural semi-Markov CRF for Monolingual Word Alignment. 6815-6828 - Mukund Srinath, Shomir Wilson, C. Lee Giles:
Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies. 6829-6839 - Johnny Tian-Zheng Wei, Robin Jia:
The statistical advantage of automatic NLG metrics at the system level. 6840-6854 - Yixin Cao, Xiang Ji, Xin Lv, Juanzi Li, Yonggang Wen, Hanwang Zhang:
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion. 6855-6865 - Alexander R. Fabbri, Faiaz Rahman, Imad Rizvi, Borui Wang, Haoran Li, Yashar Mehdad, Dragomir R. Radev:
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining. 6866-6880 - Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang:
Improving Factual Consistency of Abstractive Summarization via Question Answering. 6881-6894 - Shiyue Zhang, Asli Celikyilmaz, Jianfeng Gao, Mohit Bansal:
EmailSum: Abstractive Email Thread Summarization. 6895-6909 - Yu Bai, Yang Gao, Heyan Huang:
Cross-Lingual Abstractive Summarization with Limited Parallel Resources. 6910-6924 - Jiacheng Xu, Greg Durrett:
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution. 6925-6940 - Tianyu Jiang, Ellen Riloff:
Learning Prototypical Functions for Physical Artifacts. 6941-6951 - Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen:
Verb Knowledge Injection for Multilingual Event Processing. 6952-6969 - Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Dynamic Contextualized Word Embeddings. 6970-6984 - Sinan Kurtyigit, Maike Park, Dominik Schlechtweg, Jonas Kuhn, Sabine Schulte im Walde:
Lexical Semantic Change Discovery. 6985-6998 - David Gros, Yu Li, Zhou Yu:
The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity. 6999-7013 - Claudio S. Pinhanez, Paulo Rodrigo Cavalin, Victor Henrique Alves Ribeiro, Ana Paula Appel, Heloisa Candello, Julio Nogima, Mauro Pichiliani, Melina Alberio Guerra, Maíra de Bayser, Gabriel Louzada Malfatti, Henrique Ferreira:
Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems. 7014-7027 - Fabian Galetzka, Jewgeni Rose, David Schlangen, Jens Lehmann:
Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention Transformer. 7028-7041 - Dou Hu, Lingwei Wei, Xiaoyong Huai:
DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations. 7042-7052 - Ka Wong, Praveen K. Paritosh, Lora Aroyo:
Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability. 7053-7065 - Lianhui Qin, Aditya Gupta, Shyam Upadhyay, Luheng He, Yejin Choi, Manaal Faruqui:
TIMEDIAL: Temporal Commonsense Reasoning in Dialog. 7066-7076 - Sean Trott, Benjamin K. Bergen:
RAW-C: Relatedness of Ambiguous Words in Context (A New Lexical Resource for English). 7077-7087 - Muhammad Abdul-Mageed, AbdelRahim A. Elmadany, El Moatez Billah Nagoudi:
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic. 7088-7105 - Animesh Nighojkar, John Licato:
Improving Paraphrase Detection with the Adversarial Paraphrasing Task. 7106-7116 - Ali Emami, Ian Porada, Alexandra Olteanu, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung:
ADEPT: An Adjective-Dependent Plausibility Task. 7117-7128 - Shih-Ting Lin, Ashish Sabharwal, Tushar Khot:
ReadOnce Transformers: Reusable Representations of Text for Transformers. 7129-7141 - Shih-Ting Lin, Nathanael Chambers, Greg Durrett:
Conditional Generation of Temporally-ordered Event Sequences. 7142-7157 - Xianbing Zhou, Yang Yong, Xiaochao Fan, Ge Ren, Yunfeng Song, Yufeng Diao, Liang Yang, Hongfei Lin:
Hate Speech Detection Based on Sentiment Knowledge Sharing. 7158-7166 - Tianze Shi, Lillian Lee:
Transition-based Bubble Parsing: Improvements on Coordination Structure Prediction. 7167-7182 - Jinlan Fu, Xuanjing Huang, Pengfei Liu:
SpanNER: Named Entity Re-/Recognition as Span Prediction. 7183-7195 - Yikang Shen, Yi Tay, Che Zheng, Dara Bahri, Donald Metzler, Aaron C. Courville:
StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling. 7196-7209 - Dian Yu, Taiqi He, Kenji Sagae:
Language Embeddings for Typology and Cross-lingual Transfer Learning. 7210-7225 - Nada Aldarrab, Jonathan May:
Can Sequence-to-Sequence Models Crack Substitution Ciphers? 7226-7235 - Eleftheria Briakou, Marine Carpuat:
Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation. 7236-7249 - Ann Lee, Michael Auli, Marc'Aurelio Ranzato:
Discriminative Reranking for Neural Machine Translation. 7250-7264 - Siddharth Karamcheti, Ranjay Krishna, Li Fei-Fei, Christopher D. Manning:
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering. 7265-7281 - Elizabeth Clark, Tal August, Sofia Serrano, Nikita Haduong, Suchin Gururangan, Noah A. Smith:
All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text. 7282-7296 - Benjamin Marie, Atsushi Fujita, Raphael Rubino:
Scientific Credibility of Machine Translation Research: A Meta-Evaluation of 769 Papers. 7297-7306 - Deng Cai, Yan Wang, Huayang Li, Wai Lam, Lemao Liu:
Neural Machine Translation with Monolingual Translation Memory. 7307-7318 - Armen Aghajanyan, Sonal Gupta, Luke Zettlemoyer:
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning. 7319-7328 - Koustuv Sinha, Prasanna Parthasarathi, Joelle Pineau, Adina Williams:
UnNatural Language Inference. 7329-7346 - Kayo Yin, Amit Moryossef, Julie Hochgesang, Yoav Goldberg, Malihe Alikhani:
Including Signed Languages in Natural Language Processing. 7347-7360 - Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li:
Vocabulary Learning via Optimal Transport for Neural Machine Translation. 7361-7373
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