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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