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ORCIDEMNLP 2020: Online
- Bonnie Webber, Trevor Cohn, Yulan He, Yang Liu:
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-60-6 - Yohan Jo, Seojin Bang, Emaad A. Manzoor, Eduard H. Hovy, Chris Reed:
Detecting Attackable Sentences in Arguments. 1-23 - Yohan Jo, Jacky Visser
, Chris Reed, Eduard H. Hovy:
Extracting Implicitly Asserted Propositions in Argumentation. 24-38 - Roy Bar-Haim, Yoav Kantor, Lilach Eden, Roni Friedman, Dan Lahav, Noam Slonim:
Quantitative argument summarization and beyond: Cross-domain key point analysis. 39-49 - Jonathan Kobbe, Ioana Hulpus, Heiner Stuckenschmidt:
Unsupervised stance detection for arguments from consequences. 50-60 - Markus Freitag, David Grangier, Isaac Caswell:
BLEU might be Guilty but References are not Innocent. 61-71 - Yvette Graham, Barry Haddow, Philipp Koehn:
Statistical Power and Translationese in Machine Translation Evaluation. 72-81 - Huda Khayrallah, Brian Thompson, Matt Post, Philipp Koehn:
Simulated multiple reference training improves low-resource machine translation. 82-89 - Brian Thompson, Matt Post:
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing. 90-121 - Swarnadeep Saha, Sayan Ghosh, Shashank Srivastava, Mohit Bansal:
PRover: Proof Generation for Interpretable Reasoning over Rules. 122-136 - Harsh Jhamtani, Peter Clark:
Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering. 137-150 - Pratyay Banerjee, Chitta Baral:
Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering. 151-162 - Daniel Khashabi, Tushar Khot, Ashish Sabharwal:
More Bang for Your Buck: Natural Perturbation for Robust Question Answering. 163-170 - Ilia Kuznetsov, Iryna Gurevych:
A matter of framing: The impact of linguistic formalism on probing results. 171-182 - Elena Voita, Ivan Titov:
Information-Theoretic Probing with Minimum Description Length. 183-196 - Lucas Torroba Hennigen, Adina Williams, Ryan Cotterell:
Intrinsic Probing through Dimension Selection. 197-216 - Alex Warstadt, Yian Zhang, Xiaocheng Li, Haokun Liu, Samuel R. Bowman:
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually). 217-235 - Bang An, Jie Lyu, Zhenyi Wang, Chunyuan Li, Changwei Hu, Fei Tan, Ruiyi Zhang, Yifan Hu, Changyou Chen:
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference. 236-255 - Fabio Massimo Zanzotto, Andrea Santilli, Leonardo Ranaldi, Dario Onorati, Pierfrancesco Tommasino, Francesca Fallucchi:
KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations. 256-267 - Joshua Ainslie, Santiago Ontañón, Chris Alberti, Vaclav Cvicek, Zachary Fisher, Philip Pham, Anirudh Ravula, Sumit Sanghai, Qifan Wang, Li Yang:
ETC: Encoding Long and Structured Inputs in Transformers. 268-284 - Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning:
Pre-Training Transformers as Energy-Based Cloze Models. 285-294 - Shrey Desai, Greg Durrett:
Calibration of Pre-trained Transformers. 295-302 - Jiaming Shen, Heng Ji, Jiawei Han:
Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding. 303-313 - Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams:
Multi-Dimensional Gender Bias Classification. 314-331 - Piyawat Lertvittayakumjorn, Lucia Specia, Francesca Toni:
FIND: Human-in-the-Loop Debugging Deep Text Classifiers. 332-348 - Jatin Ganhotra, Haggai Roitman, Doron Cohen, Nathaniel Mills, R. Chulaka Gunasekara, Yosi Mass, Sachindra Joshi, Luis A. Lastras, David Konopnicki:
Conversational Document Prediction to Assist Customer Care Agents. 349-356 - Brielen Madureira, David Schlangen:
Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU. 357-374 - Ben Athiwaratkun, Cícero Nogueira dos Santos, Jason Krone, Bing Xiang:
Augmented Natural Language for Generative Sequence Labeling. 375-385 - Xiang Gao, Yizhe Zhang, Michel Galley, Chris Brockett, Bill Dolan:
Dialogue Response Ranking Training with Large-Scale Human Feedback Data. 386-395 - Ruiqi Zhong, Tao Yu, Dan Klein:
Semantic Evaluation for Text-to-SQL with Distilled Test Suites. 396-411 - Shuohang Wang, Yuwei Fang, Siqi Sun, Zhe Gan, Yu Cheng, Jingjing Liu, Jing Jiang:
Cross-Thought for Sentence Encoder Pre-training. 412-421 - Silei Xu, Sina J. Semnani, Giovanni Campagna, Monica S. Lam:
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data. 422-434 - Kexiang Wang, Baobao Chang, Zhifang Sui:
A Spectral Method for Unsupervised Multi-Document Summarization. 435-445 - Dandan Huang, Leyang Cui, Sen Yang, Guangsheng Bao, Kun Wang, Jun Xie, Yue Zhang:
What Have We Achieved on Text Summarization? 446-469 - Ryosuke Kohita, Akifumi Wachi, Yang Zhao, Ryuki Tachibana:
Q-learning with Language Model for Edit-based Unsupervised Summarization. 470-484 - Zhengjue Wang, Zhibin Duan, Hao Zhang, Chaojie Wang, Long Tian, Bo Chen, Mingyuan Zhou:
Friendly Topic Assistant for Transformer Based Abstractive Summarization. 485-497 - Siqi Sun, Zhe Gan, Yuwei Fang, Yu Cheng, Shuohang Wang, Jingjing Liu:
Contrastive Distillation on Intermediate Representations for Language Model Compression. 498-508 - Wei Zhang, Lu Hou, Yichun Yin, Lifeng Shang, Xiao Chen, Xin Jiang, Qun Liu:
TernaryBERT: Distillation-aware Ultra-low Bit BERT. 509-521 - Trapit Bansal, Rishikesh Jha, Tsendsuren Munkhdalai, Andrew McCallum:
Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks. 522-534 - Zirui Wang, Sanket Vaibhav Mehta, Barnabás Póczos, Jaime G. Carbonell:
Efficient Meta Lifelong-Learning with Limited Memory. 535-548 - Phillip Keung, Yichao Lu, Julian Salazar, Vikas Bhardwaj:
Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings. 549-554 - Masaaki Nagata, Katsuki Chousa, Masaaki Nishino:
A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT. 555-565 - Yun Chen, Yang Liu, Guanhua Chen, Xin Jiang, Qun Liu:
Accurate Word Alignment Induction from Neural Machine Translation. 566-576 - Shiyue Zhang, Benjamin Frey, Mohit Bansal:
ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization. 577-595 - Anjalie Field, Yulia Tsvetkov:
Unsupervised Discovery of Implicit Gender Bias. 596-608 - Naitian Zhou, David Jurgens:
Condolence and Empathy in Online Communities. 609-626 - Gregory Spell, Brian Guay, Sunshine Hillygus, Lawrence Carin:
An Embedding Model for Estimating Legislative Preferences from the Frequency and Sentiment of Tweets. 627-641 - Matthew Sims, David Bamman:
Measuring Information Propagation in Literary Social Networks. 642-652 - Maxwell Forbes, Jena D. Hwang, Vered Shwartz, Maarten Sap, Yejin Choi:
Social Chemistry 101: Learning to Reason about Social and Moral Norms. 653-670 - Xinya Du, Claire Cardie:
Event Extraction by Answering (Almost) Natural Questions. 671-683 - Manling Li, Qi Zeng, Ying Lin, Kyunghyun Cho, Heng Ji, Jonathan May, Nathanael Chambers, Clare R. Voss:
Connecting the Dots: Event Graph Schema Induction with Path Language Modeling. 684-695 - Haoyu Wang, Muhao Chen, Hongming Zhang, Dan Roth:
Joint Constrained Learning for Event-Event Relation Extraction. 696-706 - Pengfei Cao, Yubo Chen, Jun Zhao, Taifeng Wang:
Incremental Event Detection via Knowledge Consolidation Networks. 707-717 - Lifu Huang, Heng Ji:
Semi-supervised New Event Type Induction and Event Detection. 718-724 - Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang:
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph. 725-736 - Kalpesh Krishna, John Wieting, Mohit Iyyer:
Reformulating Unsupervised Style Transfer as Paraphrase Generation. 737-762 - Yiquan Wu, Kun Kuang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Jun Xiao, Yueting Zhuang, Luo Si, Fei Wu:
De-Biased Court's View Generation with Causality. 763-780 - Xinyu Hua, Lu Wang:
PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation. 781-793 - Lianhui Qin, Vered Shwartz, Peter West, Chandra Bhagavatula, Jena D. Hwang, Ronan Le Bras, Antoine Bosselut, Yejin Choi:
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning. 794-805 - Meera Hahn, Jacob Krantz, Dhruv Batra, Devi Parikh, James M. Rehg, Stefan Lee, Peter Anderson:
Where Are You? Localization from Embodied Dialog. 806-822 - Bowen Zhang, Hexiang Hu, Vihan Jain, Eugene Ie, Fei Sha:
Learning to Represent Image and Text with Denotation Graph. 823-839 - Zhiyuan Fang, Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang:
Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning. 840-860 - Jack Hessel, Lillian Lee:
Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think! 861-877 - Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang:
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering. 878-892 - Haochen Liu, Wentao Wang, Yiqi Wang, Hui Liu, Zitao Liu, Jiliang Tang:
Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning. 893-903 - Hyunwoo Kim, Byeongchang Kim, Gunhee Kim:
Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness. 904-916 - Chien-Sheng Wu, Steven C. H. Hoi, Richard Socher, Caiming Xiong:
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue. 917-929 - Jun Quan, Shian Zhang, Qian Cao, Zizhong Li, Deyi Xiong:
RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling. 930-940 - Reina Akama, Sho Yokoi, Jun Suzuki, Kentaro Inui:
Filtering Noisy Dialogue Corpora by Connectivity and Content Relatedness. 941-958 - Yugo Murawaki:
Latent Geographical Factors for Analyzing the Evolution of Dialects in Contact. 959-976 - Shiva Upadhye, Leon Bergen, Andrew Kehler:
Predicting Reference: What do Language Models Learn about Discourse Models? 977-982 - Bai Li, Guillaume Thomas, Yang Xu, Frank Rudzicz:
Word class flexibility: A deep contextualized approach. 983-994 - Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu:
Shallow-to-Deep Training for Neural Machine Translation. 995-1005 - Jason Lee, Raphael Shu, Kyunghyun Cho:
Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation. 1006-1015 - Yimeng Wu, Peyman Passban, Mehdi Rezagholizadeh, Qun Liu:
Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers. 1016-1021 - Yiren Wang, ChengXiang Zhai, Hany Hassan:
Multi-task Learning for Multilingual Neural Machine Translation. 1022-1034 - Shuhao Gu, Jinchao Zhang, Fandong Meng, Yang Feng, Wanying Xie, Jie Zhou, Dong Yu:
Token-level Adaptive Training for Neural Machine Translation. 1035-1046 - Jianhao Yan, Fandong Meng, Jie Zhou:
Multi-Unit Transformers for Neural Machine Translation. 1047-1059 - Yong Wang, Longyue Wang, Victor O. K. Li, Zhaopeng Tu:
On the Sparsity of Neural Machine Translation Models. 1060-1066 - Xiang Kong, Zhisong Zhang, Eduard H. Hovy:
Incorporating a Local Translation Mechanism into Non-autoregressive Translation. 1067-1073 - Yu Wan, Baosong Yang, Derek F. Wong, Yikai Zhou, Lidia S. Chao, Haibo Zhang, Boxing Chen:
Self-Paced Learning for Neural Machine Translation. 1074-1080 - Pei Zhang, Boxing Chen, Niyu Ge, Kai Fan:
Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation. 1081-1087 - Xuanfu Wu, Yang Feng, Chenze Shao:
Generating Diverse Translation from Model Distribution with Dropout. 1088-1097 - Chitwan Saharia, William Chan, Saurabh Saxena, Mohammad Norouzi:
Non-Autoregressive Machine Translation with Latent Alignments. 1098-1108 - Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang:
Look at the First Sentence: Position Bias in Question Answering. 1109-1121 - Michael Boratko, Xiang Li, Tim O'Gorman, Rajarshi Das, Dan Le, Andrew McCallum:
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning. 1122-1136 - James Ferguson, Matt Gardner, Hannaneh Hajishirzi, Tushar Khot, Pradeep Dasigi:
IIRC: A Dataset of Incomplete Information Reading Comprehension Questions. 1137-1147 - Steven J. Rennie, Etienne Marcheret, Neil Mallinar, David Nahamoo, Vaibhava Goel:
Unsupervised Adaptation of Question Answering Systems via Generative Self-training. 1148-1157 - Qiang Ning, Hao Wu, Rujun Han, Nanyun Peng, Matt Gardner, Dan Roth:
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions. 1158-1172 - Ankur P. Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, Dipanjan Das:
ToTTo: A Controlled Table-To-Text Generation Dataset. 1173-1186 - Liying Cheng, Dekun Wu, Lidong Bing, Yan Zhang, Zhanming Jie, Wei Lu, Luo Si:
ENT-DESC: Entity Description Generation by Exploring Knowledge Graph. 1187-1197 - Li Zhang, Huaiyu Zhu, Siddhartha Brahma, Yunyao Li:
Small but Mighty: New Benchmarks for Split and Rephrase. 1198-1205 - Xuefeng Bai, Linfeng Song, Yue Zhang:
Online Back-Parsing for AMR-to-Text Generation. 1206-1219 - Khyathi Raghavi Chandu, Ruo-Ping Dong, Alan W. Black:
Reading Between the Lines: Exploring Infilling in Visual Narratives. 1220-1229 - Rajat Agarwal, Katharina Kann:
Acrostic Poem Generation. 1230-1240 - Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang:
Local Additivity Based Data Augmentation for Semi-supervised NER. 1241-1251 - Nikolaos Pappas, Phoebe Mulcaire, Noah A. Smith:
Grounded Compositional Outputs for Adaptive Language Modeling. 1252-1267 - Nathan Ng, Kyunghyun Cho, Marzyeh Ghassemi:
SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness. 1268-1283 - Yang Gao, Yi-Fan Li, Yu Lin, Charu C. Aggarwal, Latifur Khan:
SetConv: A New Approach for Learning from Imbalanced Data. 1284-1294 - Yanlin Feng, Xinyue Chen, Bill Yuchen Lin, Peifeng Wang, Jun Yan, Xiang Ren:
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering. 1295-1309 - Jiaji Huang, Xingyu Cai, Kenneth Church:
Improving Bilingual Lexicon Induction for Low Frequency Words. 1310-1314 - Runzhi Tian, Yongyi Mao, Richong Zhang:
Learning VAE-LDA Models with Rounded Reparameterization Trick. 1315-1325 - Lingkai Kong, Haoming Jiang, Yuchen Zhuang, Jie Lyu, Tuo Zhao, Chao Zhang:
Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data. 1326-1340 - Justin T. Chiu, Alexander M. Rush:
Scaling Hidden Markov Language Models. 1341-1349 - Abdul Rafae Khan, Jia Xu, Weiwei Sun:
Coding Textual Inputs Boosts the Accuracy of Neural Networks. 1350-1360 - Orion Weller, Nicholas Lourie, Matt Gardner, Matthew E. Peters:
Learning from Task Descriptions. 1361-1375 - Keyang Ding, Jing Li, Yuji Zhang:
Hashtags, Emotions, and Comments: A Large-Scale Dataset to Understand Fine-Grained Social Emotions to Online Topics. 1376-1382 - Yuyang Nie, Yuanhe Tian, Xiang Wan, Yan Song, Bo Dai:
Named Entity Recognition for Social Media Texts with Semantic Augmentation. 1383-1391 - Jianfei Yu, Jing Jiang, Ling Min Serena Khoo, Hai Leong Chieu, Rui Xia:
Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations. 1392-1401 - Rupak Sarkar, Sayantan Mahinder, Hirak Sarkar, Ashiqur R. KhudaBukhsh:
Social Media Attributions in the Context of Water Crisis. 1402-1412 - Indira Sen, Fabian Flöck, Claudia Wagner:
On the Reliability and Validity of Detecting Approval of Political Actors in Tweets. 1413-1426 - Dongfang Li, Baotian Hu, Qingcai Chen, Weihua Peng, Anqi Wang:
Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text. 1427-1438 - Zhihong Chen, Yan Song, Tsung-Hui Chang, Xiang Wan:
Generating Radiology Reports via Memory-driven Transformer. 1439-1449 - Jingfeng Yang, Diyi Yang, Zhaoran Ma:
Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection. 1450-1460 - Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang:
Predicting Clinical Trial Results by Implicit Evidence Integration. 1461-1477 - Jinyue Feng, Chantal Shaib, Frank Rudzicz:
Explainable Clinical Decision Support from Text. 1478-1489 - Jinghui Yan, Yining Wang, Lu Xiang, Yu Zhou, Chengqing Zong:
A Knowledge-driven Generative Model for Multi-implication Chinese Medical Procedure Entity Normalization. 1490-1499 - Akshay Smit, Saahil Jain, Pranav Rajpurkar, Anuj Pareek, Andrew Y. Ng, Matthew P. Lungren:
Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT. 1500-1519 - Jiaqi Guo, Qian Liu, Jian-Guang Lou, Zhenwen Li, Xueqing Liu, Tao Xie, Ting Liu:
Benchmarking Meaning Representations in Neural Semantic Parsing. 1520-1540 - Hongming Zhang, Muhao Chen, Haoyu Wang, Yangqiu Song, Dan Roth:
Analogous Process Structure Induction for Sub-event Sequence Prediction. 1541-1550 - Haejun Lee, Drew A. Hudson, Kangwook Lee, Christopher D. Manning:
SLM: Learning a Discourse Language Representation with Sentence Unshuffling. 1551-1562 - Eleftheria Briakou, Marine Carpuat:
Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank. 1563-1580 - John Wieting, Graham Neubig, Taylor Berg-Kirkpatrick:
A Bilingual Generative Transformer for Semantic Sentence Embedding. 1581-1594 - Rafael T. Anchiêta, Thiago A. S. Pardo:
Semantically Inspired AMR Alignment for the Portuguese Language. 1595-1600 - Yan Zhang, Ruidan He, Zuozhu Liu, Kwan Hui Lim, Lidong Bing:
An Unsupervised Sentence Embedding Method by Mutual Information Maximization. 1601-1610 - Yuki Arase, Jun'ichi Tsujii:
Compositional Phrase Alignment and Beyond. 1611-1623 - Hongzhi Zhang, Yingyao Wang, Sirui Wang, Xuezhi Cao, Fuzheng Zhang, Zhongyuan Wang:
Table Fact Verification with Structure-Aware Transformer. 1624-1629 - Shuang Zeng, Runxin Xu, Baobao Chang, Lei Li:
Double Graph Based Reasoning for Document-level Relation Extraction. 1630-1640 - Jian Liu, Yubo Chen, Kang Liu, Wei Bi, Xiaojiang Liu:
Event Extraction as Machine Reading Comprehension. 1641-1651 - Xiaozhi Wang, Ziqi Wang, Xu Han, Wangyi Jiang, Rong Han, Zhiyuan Liu, Juanzi Li, Peng Li, Yankai Lin, Jie Zhou:
MAVEN: A Massive General Domain Event Detection Dataset. 1652-1671 - Zhichun Wang, Jinjian Yang, Xiaoju Ye:
Knowledge Graph Alignment with Entity-Pair Embedding. 1672-1680 - Jiawei Sheng, Shu Guo, Zhenyu Chen, Juwei Yue, Lihong Wang, Tingwen Liu, Hongbo Xu:
Adaptive Attentional Network for Few-Shot Knowledge Graph Completion. 1681-1691 - Yijun Wang, Changzhi Sun, Yuanbin Wu, Junchi Yan, Peng Gao, Guotong Xie:
Pre-training Entity Relation Encoder with Intra-span and Inter-span Information. 1692-1705 - Jue Wang, Wei Lu:
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders. 1706-1721 - Cícero Nogueira dos Santos, Xiaofei Ma, Ramesh Nallapati, Zhiheng Huang, Bing Xiang:
Beyond [CLS] through Ranking by Generation. 1722-1727 - Suzanna Sia, Ayush Dalmia, Sabrina J. Mielke:
Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! 1728-1736 - Yuning Mao, Yanru Qu, Yiqing Xie, Xiang Ren, Jiawei Han:
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning. 1737-1751 - Alexander Miserlis Hoyle, Pranav Goel, Philip Resnik:
Improving Neural Topic Models using Knowledge Distillation. 1752-1771 - Xiaobao Wu, Chunping Li, Yan Zhu, Yishu Miao:
Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder. 1772-1782 - Chaoyuan Zuo, Narayan Acharya, Ritwik Banerjee:
Querying Across Genres for Medical Claims in News. 1783-1789 - Yansen Wang, Zhen Fan, Carolyn P. Rosé:
Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction. 1790-1800 - AmirAli Bagher Zadeh, Yansheng Cao, Smon Hessner, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency:
CMU-MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French. 1801-1812 - Shaolei Wang, Zhongyuan Wang, Wanxiang Che, Ting Liu:
Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection. 1813-1822 - Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency:
Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis. 1823-1833 - Nayu Liu, Xian Sun, Hongfeng Yu, Wenkai Zhang, Guangluan Xu:
Multistage Fusion with Forget Gate for Multimodal Summarization in Open-Domain Videos. 1834-1845 - Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi:
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues. 1846-1859 - Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi:
UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues. 1860-1877 - Shiquan Yang, Rui Zhang, Sarah M. Erfani:
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems. 1878-1888 - Liang Qiu, Yizhou Zhao, Weiyan Shi, Yuan Liang, Feng Shi, Tao Yuan, Zhou Yu, Song-Chun Zhu:
Structured Attention for Unsupervised Dialogue Structure Induction. 1889-1899 - Changzhen Ji, Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Conghui Zhu, Tiejun Zhao:
Cross Copy Network for Dialogue Generation. 1900-1910 - Qi Jia, Yizhu Liu, Siyu Ren, Kenny Q. Zhu, Haifeng Tang:
Multi-turn Response Selection using Dialogue Dependency Relations. 1911-1920 - Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu:
Parallel Interactive Networks for Multi-Domain Dialogue State Generation. 1921-1931 - Di Wu, Liang Ding, Fan Lu, Jian Xie:
SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling. 1932-1937 - Bhargavi Paranjape, Mandar Joshi, John Thickstun, Hannaneh Hajishirzi, Luke Zettlemoyer:
An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction. 1938-1952 - Nikita Nangia, Clara Vania, Rasika Bhalerao, Samuel R. Bowman:
CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models. 1953-1967 - Jieyu Zhao, Kai-Wei Chang:
LOGAN: Local Group Bias Detection by Clustering. 1968-1977 - John Hewitt, Michael Hahn, Surya Ganguli, Percy Liang, Christopher D. Manning:
RNNs can generate bounded hierarchical languages with optimal memory. 1978-2010 - Robert Munro, Alex Morrison:
Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation. 2011-2017 - Xisen Jin, Junyi Du, Arka Sadhu, Ram Nevatia, Xiang Ren:
Visually Grounded Continual Learning of Compositional Phrases. 2018-2029 - Qinxin Wang, Hao Tan, Sheng Shen, Michael W. Mahoney, Zhewei Yao:
MAF: Multimodal Alignment Framework for Weakly-Supervised Phrase Grounding. 2030-2038 - Gregory Yauney, Jack Hessel, David Mimno:
Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents. 2039-2045 - Linjie Li, Yen-Chun Chen, Yu Cheng, Zhe Gan, Licheng Yu, Jingjing Liu:
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training. 2046-2065 - Hao Tan, Mohit Bansal:
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision. 2066-2080 - Reuben Tan, Bryan A. Plummer, Kate Saenko:
Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News. 2081-2106 - Zhuang Chen, Tieyun Qian:
Enhancing Aspect Term Extraction with Soft Prototypes. 2107-2117 - Dianbo Sui, Yubo Chen, Jun Zhao, Yantao Jia, Yuantao Xie, Weijian Sun:
FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction. 2118-2128 - Tiangang Zhu, Yue Wang, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou:
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product. 2129-2139 - Mingming Sun, Wenyue Hua, Zoey Liu, Xin Wang, Kangjie Zheng, Ping Li:
A Predicate-Function-Argument Annotation of Natural Language for Open-Domain Information eXpression. 2140-2150 - Hao Fei, Yafeng Ren, Donghong Ji:
Retrofitting Structure-aware Transformer Language Model for End Tasks. 2151-2161 - Yan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing:
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation. 2162-2172 - Clara Meister, Ryan Cotterell, Tim Vieira:
If beam search is the answer, what was the question? 2173-2185 - Tsvetomila Mihaylova, Vlad Niculae, André F. T. Martins:
Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning. 2186-2202 - Piotr Szymanski, Kyle Gorman:
Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing. 2203-2212 - Wenqing Chen, Jidong Tian, Liqiang Xiao, Hao He, Yaohui Jin:
Exploring Logically Dependent Multi-task Learning with Causal Inference. 2213-2225 - Mengjie Zhao, Tao Lin, Fei Mi, Martin Jaggi, Hinrich Schütze:
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models. 2226-2241 - Xiaomian Kang, Yang Zhao, Jiajun Zhang, Chengqing Zong:
Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning. 2242-2254 - Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu:
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation. 2255-2266 - Prathyusha Jwalapuram, Shafiq R. Joty, Youlin Shen:
Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses. 2267-2279 - Ruiqing Zhang, Chuanqiang Zhang, Zhongjun He, Hua Wu, Haifeng Wang:
Learning Adaptive Segmentation Policy for Simultaneous Translation. 2280-2289 - Zheng Li, Mukul Kumar, William Headden, Bing Yin, Ying Wei, Yu Zhang, Qiang Yang:
Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages. 2290-2301 - Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord:
UDapter: Language Adaptation for Truly Universal Dependency Parsing. 2302-2315 - Tao Gui, Jiacheng Ye, Qi Zhang, Zhengyan Li, Zichu Fei, Yeyun Gong, Xuanjing Huang:
Uncertainty-Aware Label Refinement for Sequence Labeling. 2316-2326 - Wenjuan Han, Liwen Zhang, Yong Jiang, Kewei Tu:
Adversarial Attack and Defense of Structured Prediction Models. 2327-2338 - Lu Xu, Hao Li, Wei Lu, Lidong Bing:
Position-Aware Tagging for Aspect Sentiment Triplet Extraction. 2339-2349 - Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia:
Simultaneous Machine Translation with Visual Context. 2350-2361 - Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen:
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. 2362-2376 - Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen:
The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures. 2377-2390 - Arturo Oncevay, Barry Haddow, Alexandra Birch:
Bridging Linguistic Typology and Multilingual Machine Translation with Multi-View Language Representations. 2391-2406 - Wenxuan Zhang, Yang Deng, Jing Ma, Wai Lam:
AnswerFact: Fact Checking in Product Question Answering. 2407-2417 - Yeon Seonwoo, Ji-Hoon Kim, Jung-Woo Ha, Alice Oh:
Context-Aware Answer Extraction in Question Answering. 2418-2428 - Priyanka Sen, Amir Saffari:
What do Models Learn from Question Answering Datasets? 2429-2438 - Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu:
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading. 2439-2449 - Kazumasa Omura, Daisuke Kawahara, Sadao Kurohashi:
A Method for Building a Commonsense Inference Dataset based on Basic Events. 2450-2460 - Wanjun Zhong, Duyu Tang, Zenan Xu, Ruize Wang, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin:
Neural Deepfake Detection with Factual Structure of Text. 2461-2470 - Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych:
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale. 2471-2486 - Rexhina Blloshmi, Rocco Tripodi, Roberto Navigli:
XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques. 2487-2500 - Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou:
Improving AMR Parsing with Sequence-to-Sequence Pre-training. 2501-2511 - Hammad Rizwan, Muhammad Haroon Shakeel, Asim Karim:
Hate-Speech and Offensive Language Detection in Roman Urdu. 2512-2522 - Sungjoon Park, Ki-Woong Park, Jaimeen Ahn, Alice Oh:
Suicidal Risk Detection for Military Personnel. 2523-2531 - Nedjma Ousidhoum, Yangqiu Song, Dit-Yan Yeung:
Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets. 2532-2542 - Hsin-Yu Chen, Cheng-Te Li:
HENIN: Learning Heterogeneous Neural Interaction Networks for Explainable Cyberbullying Detection on Social Media. 2543-2552 - Boaz Shmueli, Lun-Wei Ku, Soumya Ray:
Reactive Supervision: A New Method for Collecting Sarcasm Data. 2553-2559 - Dana Ruiter, Josef van Genabith, Cristina España-Bonet:
Self-Induced Curriculum Learning in Self-Supervised Neural Machine Translation. 2560-2571 - Jindrich Libovický, Alexander Fraser:
Towards Reasonably-Sized Character-Level Transformer NMT by Finetuning Subword Systems. 2572-2579 - Michael A. Hedderich, David Ifeoluwa Adelani, Dawei Zhu, Jesujoba O. Alabi, Udia Markus, Dietrich Klakow:
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. 2580-2591 - Jingyi Zhang, Josef van Genabith:
Translation Quality Estimation by Jointly Learning to Score and Rank. 2592-2598 - Javier Iranzo-Sánchez, Adrià Giménez-Pastor, Joan Albert Silvestre-Cerdà, Pau Baquero-Arnal, Jorge Civera Saiz, Alfons Juan:
Direct Segmentation Models for Streaming Speech Translation. 2599-2611 - Tahmid Hasan, Abhik Bhattacharjee, Kazi Samin, Masum Hasan, Madhusudan Basak, M. Sohel Rahman, Rifat Shahriyar:
Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation. 2612-2623 - Zhen Yang, Bojie Hu, Ambyera Han, Shen Huang, Qi Ju:
CSP: Code-Switching Pre-training for Neural Machine Translation. 2624-2636 - Ana Valeria González-Garduño, Maria Barrett, Rasmus Hvingelby, Kellie Webster, Anders Søgaard:
Type B Reflexivization as an Unambiguous Testbed for Multilingual Multi-Task Gender Bias. 2637-2648 - Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li:
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. 2649-2663 - Maximiliana Behnke, Kenneth Heafield:
Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation. 2664-2674 - Rongxiang Weng, Heng Yu, Xiangpeng Wei, Weihua Luo:
Towards Enhancing Faithfulness for Neural Machine Translation. 2675-2684 - Ricardo Rei, Craig Stewart, Ana C. Farinha, Alon Lavie:
COMET: A Neural Framework for MT Evaluation. 2685-2702 - Alexandra Chronopoulou, Dario Stojanovski, Alexander M. Fraser:
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT. 2703-2711 - Tasnim Mohiuddin, M. Saiful Bari, Shafiq Rayhan Joty:
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space. 2712-2723 - Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Luxi Xing, Weihua Luo:
Uncertainty-Aware Semantic Augmentation for Neural Machine Translation. 2724-2735 - Shamil Chollampatt, Raymond Hendy Susanto, Liling Tan, Ewa Szymanska:
Can Automatic Post-Editing Improve NMT? 2736-2746 - Yoshihide Kato, Shigeki Matsubara:
Parsing Gapping Constructions Based on Grammatical and Semantic Roles. 2747-2752 - Caio Corro:
Span-based discontinuous constituency parsing: a family of exact chart-based algorithms with time complexities from O(n\^6) down to O(n\^3). 2753-2764 - Anders Søgaard:
Some Languages Seem Easier to Parse Because Their Treebanks Leak. 2765-2770 - David Vilares, Carlos Gómez-Rodríguez:
Discontinuous Constituent Parsing as Sequence Labeling. 2771-2785 - Haiyan Wu, Ying Liu, Shaoyun Shi:
Modularized Syntactic Neural Networks for Sentence Classification. 2786-2792 - Wanqiu Long, Bonnie Webber, Deyi Xiong:
TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED Talks. 2793-2803 - Valentina Pyatkin, Ayal Klein, Reut Tsarfaty, Ido Dagan:
QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines. 2804-2819 - Wei Song, Ziyao Song, Ruiji Fu, Lizhen Liu, Miaomiao Cheng, Ting Liu:
Discourse Self-Attention for Discourse Element Identification in Argumentative Student Essays. 2820-2830 - Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Raul Puri, Pascale Fung, Anima Anandkumar, Bryan Catanzaro:
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models. 2831-2845 - Qian Liu, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang:
Incomplete Utterance Rewriting as Semantic Segmentation. 2846-2857 - Lihao Wang, Xiaoqing Zheng:
Improving Grammatical Error Correction Models with Purpose-Built Adversarial Examples. 2858-2869 - Zhiwei Yu, Hongyu Zang, Xiaojun Wan:
Homophonic Pun Generation with Lexically Constrained Rewriting. 2870-2876 - Henry Elder, Alexander O'Connor, Jennifer Foster:
How to Make Neural Natural Language Generation as Reliable as Templates in Task-Oriented Dialogue. 2877-2888 - Angela Fan, Claire Gardent:
Multilingual AMR-to-Text Generation. 2889-2901 - Francisco Vargas, Ryan Cotterell:
Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation. 2902-2913 - Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen:
Lifelong Language Knowledge Distillation. 2914-2924 - Alexander Terenin, Måns Magnusson, Leif Jonsson:
Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models. 2925-2934 - Jueqing Lu, Lan Du, Ming Liu, Joanna Dipnall:
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs. 2935-2943 - Sho Yokoi, Ryo Takahashi, Reina Akama, Jun Suzuki, Kentaro Inui:
Word Rotator's Distance. 2944-2960 - Xiaoyu Kou, Yankai Lin, Shaobo Liu, Peng Li, Jie Zhou, Yan Zhang:
Disentangle-based Continual Graph Representation Learning. 2961-2972 - Xu Zhao, Zihao Wang, Hao Wu, Yong Zhang:
Semi-Supervised Bilingual Lexicon Induction with Two-way Interaction. 2973-2984 - Weijie Yu, Chen Xu, Jun Xu, Liang Pang, Xiaopeng Gao, Xiaozhao Wang, Ji-Rong Wen:
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains. 2985-2994 - Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra:
A Simple Approach to Learning Unsupervised Multilingual Embeddings. 2995-3001 - Subhajit Chaudhury, Daiki Kimura, Kartik Talamadupula, Michiaki Tatsubori, Asim Munawar, Ryuki Tachibana:
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games. 3002-3008 - Jianquan Li, Xiaokang Liu, Honghong Zhao, Ruifeng Xu, Min Yang, Yaohong Jin:
BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover's Distance. 3009-3018 - Yexiang Wang, Yi Guo, Siqi Zhu:
Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking. 3019-3028 - Yuxiang Wu, Sebastian Riedel, Pasquale Minervini, Pontus Stenetorp:
Don't Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering. 3029-3039 - Jiangming Liu, Matt Gardner, Shay B. Cohen, Mirella Lapata:
Multi-Step Inference for Reasoning Over Paragraphs. 3040-3050 - Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun:
Learning a Cost-Effective Annotation Policy for Question Answering. 3051-3062 - Zhixing Tian, Yuanzhe Zhang, Kang Liu, Jun Zhao, Yantao Jia, Zhicheng Sheng:
Scene Restoring for Narrative Machine Reading Comprehension. 3063-3073 - Elad Segal, Avia Efrat, Mor Shoham, Amir Globerson, Jonathan Berant:
A Simple and Effective Model for Answering Multi-span Questions. 3074-3080 - Pierangelo Lombardo, Alessio Boiardi, Luca Colombo, Angelo Schiavone, Nicolò Tamagnone:
Top-Rank-Focused Adaptive Vote Collection for the Evaluation of Domain-Specific Semantic Models. 3081-3093 - Chengyu Wang, Minghui Qiu, Jun Huang, Xiaofeng He:
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining. 3094-3104 - Ruey-Cheng Chen, Chia-Jung Lee:
Incorporating Behavioral Hypotheses for Query Generation. 3105-3110 - Xinhong Chen, Qing Li, Jianping Wang:
Conditional Causal Relationships between Emotions and Causes in Texts. 3111-3121 - Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier:
COMETA: A Corpus for Medical Entity Linking in the Social Media. 3122-3137 - Tiago Pimentel, Naomi Saphra, Adina Williams, Ryan Cotterell:
Pareto Probing: Trading Off Accuracy for Complexity. 3138-3153 - Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon:
Interpretation of NLP models through input marginalization. 3154-3167 - Pepa Atanasova, Dustin Wright, Isabelle Augenstein:
Generating Label Cohesive and Well-Formed Adversarial Claims. 3168-3177 - Ivan Vulic, Sebastian Ruder, Anders Søgaard:
Are All Good Word Vector Spaces Isomorphic? 3178-3192 - Chengyue Jiang, Yinggong Zhao, Shanbo Chu, Libin Shen, Kewei Tu:
Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks. 3193-3207 - Sai Prasanna, Anna Rogers, Anna Rumshisky:
When BERT Plays the Lottery, All Tickets Are Winning. 3208-3229 - Aakriti Budhraja, Madhura Pande, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra:
On the weak link between importance and prunability of attention heads. 3230-3235 - Sahana Ramnath, Preksha Nema, Deep Sahni, Mitesh M. Khapra:
Towards Interpreting BERT for Reading Comprehension Based QA. 3236-3242 - Nicola De Cao, Michael Sejr Schlichtkrull, Wilker Aziz, Ivan Titov:
How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking. 3243-3255 - Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein:
A Diagnostic Study of Explainability Techniques for Text Classification. 3256-3274 - Hrituraj Singh, Sumit Shekhar:
STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering. 3275-3284 - Zujie Liang, Weitao Jiang, Haifeng Hu, Jiaying Zhu:
Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering. 3285-3292 - Zhenjie Zhao, Evangelos E. Papalexakis, Xiaojuan Ma:
Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization. 3293-3298 - Hisashi Kamezawa, Noriki Nishida, Nobuyuki Shimizu, Takashi Miyazaki, Hideki Nakayama:
A Visually-grounded First-person Dialogue Dataset with Verbal and Non-verbal Responses. 3299-3310 - Yue Wang, Jing Li, Michael R. Lyu, Irwin King:
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings. 3311-3324 - Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi:
VD-BERT: A Unified Vision and Dialog Transformer with BERT. 3325-3338 - Oskar van der Wal, Silvan de Boer, Elia Bruni, Dieuwke Hupkes:
The Grammar of Emergent Languages. 3339-3359 - Yicong Hong, Cristian Rodriguez Opazo, Qi Wu, Stephen Gould:
Sub-Instruction Aware Vision-and-Language Navigation. 3360-3376 - Xueliang Zhao, Wei Wu, Can Xu, Chongyang Tao, Dongyan Zhao, Rui Yan:
Knowledge-Grounded Dialogue Generation with Pre-trained Language Models. 3377-3390 - Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Pascale Fung:
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems. 3391-3405 - Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee:
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation. 3406-3425 - Xiuyi Chen, Fandong Meng, Peng Li, Feilong Chen, Shuang Xu, Bo Xu, Jie Zhou:
Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation. 3426-3437 - Qingfu Zhu, Wei-Nan Zhang, Ting Liu, William Yang Wang:
Counterfactual Off-Policy Training for Neural Dialogue Generation. 3438-3448 - Rongsheng Zhang, Yinhe Zheng, Jianzhi Shao, Xiaoxi Mao, Yadong Xi, Minlie Huang:
Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data. 3449-3460 - Sihan Wang, Kaijie Zhou, Kunfeng Lai, Jianping Shen:
Task-Completion Dialogue Policy Learning via Monte Carlo Tree Search with Dueling Network. 3461-3471 - Yufan Zhao, Can Xu, Wei Wu:
Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks. 3472-3483 - Jaehun Jung, Bokyung Son, Sungwon Lyu:
AttnIO: Knowledge Graph Exploration with In-and-Out Attention Flow for Knowledge-Grounded Dialogue. 3484-3497 - Wanwei He, Min Yang, Rui Yan, Chengming Li, Ying Shen, Ruifeng Xu:
Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training. 3498-3507 - Xin Wu, Yi Cai, Kai Yang, Tao Wang, Qing Li:
Task-oriented Domain-specific Meta-Embedding for Text Classification. 3508-3513 - Daniel Loureiro, José Camacho-Collados:
Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation. 3514-3520 - Oren Barkan, Avi Caciularu, Ido Dagan:
Within-Between Lexical Relation Classification. 3521-3527 - Bianca Scarlini, Tommaso Pasini, Roberto Navigli:
With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation. 3528-3539 - Mi Zhang, Tieyun Qian:
Convolution over Hierarchical Syntactic and Lexical Graphs for Aspect Level Sentiment Analysis. 3540-3549 - Yuncong Li, Cunxiang Yin, Sheng-hua Zhong, Xu Pan:
Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis. 3550-3560 - Lu Xu, Lidong Bing, Wei Lu, Fei Huang:
Aspect Sentiment Classification with Aspect-Specific Opinion Spans. 3561-3567 - Chaofa Yuan, Chuang Fan, Jianzhu Bao, Ruifeng Xu:
Emotion-Cause Pair Extraction as Sequence Labeling Based on A Novel Tagging Scheme. 3568-3573 - Zixiang Ding, Rui Xia, Jianfei Yu:
End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning. 3574-3583 - Dong Zhang, Xincheng Ju, Junhui Li, Shoushan Li, Qiaoming Zhu, Guodong Zhou:
Multi-modal Multi-label Emotion Detection with Modality and Label Dependence. 3584-3593 - Xiaoyu Xing, Zhijing Jin, Di Jin, Bingning Wang, Qi Zhang, Xuanjing Huang:
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis. 3594-3605 - Liqiang Xiao, Lu Wang, Hao He, Yaohui Jin:
Modeling Content Importance for Summarization with Pre-trained Language Models. 3606-3611 - Hanlu Wu, Tengfei Ma, Lingfei Wu, Tariro Manyumwa, Shouling Ji:
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning. 3612-3621 - Ruipeng Jia, Yanan Cao, Hengzhu Tang, Fang Fang, Cong Cao, Shi Wang:
Neural Extractive Summarization with Hierarchical Attentive Heterogeneous Graph Network. 3622-3631 - Yumo Xu, Mirella Lapata:
Coarse-to-Fine Query Focused Multi-Document Summarization. 3632-3645 - Yanyan Zou, Xingxing Zhang, Wei Lu, Furu Wei, Ming Zhou:
Pre-training for Abstractive Document Summarization by Reinstating Source Text. 3646-3660 - Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Learning from Context or Names? An Empirical Study on Neural Relation Extraction. 3661-3672 - Xuming Hu, Lijie Wen, Yusong Xu, Chenwei Zhang, Philip S. Yu:
SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction. 3673-3682 - Chaojun Xiao, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Maosong Sun, Fen Lin, Leyu Lin:
Denoising Relation Extraction from Document-level Distant Supervision. 3683-3688 - Bruno Taillé, Vincent Guigue, Geoffrey Scoutheeten, Patrick Gallinari:
Let's Stop Incorrect Comparisons in End-to-end Relation Extraction! 3689-3701 - Shachar Rosenman, Alon Jacovi, Yoav Goldberg:
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data. 3702-3710 - Difeng Wang, Wei Hu, Ermei Cao, Weijian Sun:
Global-to-Local Neural Networks for Document-Level Relation Extraction. 3711-3721 - Kai Sun, Richong Zhang, Samuel Mensah, Yongyi Mao, Xudong Liu:
Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations. 3722-3732 - Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti:
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols. 3733-3747 - Keshav Kolluru, Vaibhav Adlakha, Samarth Aggarwal, Mausam, Soumen Chakrabarti:
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction. 3748-3761 - Wenyue Zhang, Xiaoli Li, Yang Li, Suge Wang, Deyu Li, Jian Liao, Jianxing Zheng:
Public Sentiment Drift Analysis Based on Hierarchical Variational Auto-encoder. 3762-3767 - Bugeun Kim, Kyung Seo Ki, Donggeon Lee, Gahgene Gweon:
Point to the Expression: Solving Algebraic Word Problems using the Expression-Pointer Transformer Model. 3768-3779 - Jinghui Qin, Lihui Lin, Xiaodan Liang, Rumin Zhang, Liang Lin:
Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems. 3780-3789 - Deyu Zhou, Xuemeng Hu, Rui Wang:
Neural Topic Modeling by Incorporating Document Relationship Graph. 3790-3796 - Zhiwei Yu, Hongyu Zang, Xiaojun Wan:
Routing Enforced Generative Model for Recipe Generation. 3797-3806 - Yun-Hsuan Jen, Chieh-Yang Huang, Mei-Hua Chen, Ting-Hao K. Huang, Lun-Wei Ku:
Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent. 3807-3817 - Zhangming Chan, Yuchi Zhang, Xiuying Chen, Shen Gao, Zhiqiang Zhang, Dongyan Zhao, Rui Yan:
Selection and Generation: Learning towards Multi-Product Advertisement Post Generation. 3818-3829 - Milan Aggarwal, Hiresh Gupta, Mausoom Sarkar, Balaji Krishnamurthy:
Form2Seq : A Framework for Higher-Order Form Structure Extraction. 3830-3840 - Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar, Ekapol Chuangsuwanich, Sarana Nutanong:
Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble. 3841-3847 - Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
DagoBERT: Generating Derivational Morphology with a Pretrained Language Model. 3848-3861 - Sufeng Duan, Hai Zhao:
Attention Is All You Need for Chinese Word Segmentation. 3862-3872 - Kaiyu Huang, Degen Huang, Zhuang Liu, Fengran Mo:
A Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation. 3873-3882 - Rui Cai, Mirella Lapata:
Alignment-free Cross-lingual Semantic Role Labeling. 3883-3894 - Ruize Wang, Duyu Tang, Nan Duan, Wanjun Zhong, Zhongyu Wei, Xuanjing Huang, Daxin Jiang, Ming Zhou:
Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection. 3895-3903 - Angel Daza, Anette Frank:
X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset. 3904-3914 - Diego Marcheggiani, Ivan Titov:
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling. 3915-3928 - Matthias Lindemann, Jonas Groschwitz, Alexander Koller:
Fast semantic parsing with well-typedness guarantees. 3929-3951 - Paulo R. Cavalin, Victor Henrique Alves Ribeiro, Ana Paula Appel, Claudio S. Pinhanez:
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes. 3952-3961 - Yuchen Lu, Soumye Singhal, Florian Strub, Olivier Pietquin, Aaron C. Courville:
Supervised Seeded Iterated Learning for Interactive Language Learning. 3962-3970 - Jan Deriu, Don Tuggener, Pius von Däniken, Jon Ander Campos, Álvaro Rodrigo, Thiziri Belkacem, Aitor Soroa, Eneko Agirre, Mark Cieliebak:
Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems. 3971-3984 - Natasha Jaques, Judy Hanwen Shen, Asma Ghandeharioun, Craig Ferguson, Àgata Lapedriza, Noah Jones, Shixiang Gu, Rosalind W. Picard:
Human-centric dialog training via offline reinforcement learning. 3985-4003 - Tiago Pimentel, Rowan Hall Maudslay, Damián E. Blasi, Ryan Cotterell:
Speakers Fill Lexical Semantic Gaps with Context. 4004-4015 - Jun Yen Leung, Guy Emerson, Ryan Cotterell:
Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model. 4016-4028 - Jesús Calvillo, Le Fang, Jeremy R. Cole, David Reitter:
Surprisal Predicts Code-Switching in Chinese-English Bilingual Text. 4029-4039 - Charles Yu, Ryan Sie, Nico Tedeschi, Leon Bergen:
Word Frequency Does Not Predict Grammatical Knowledge in Language Models. 4040-4054 - Yixing Luan, Bradley Hauer, Lili Mou, Grzegorz Kondrak:
Improving Word Sense Disambiguation with Translations. 4055-4065 - Qianchu Liu, Diana McCarthy, Anna Korhonen:
Towards Better Context-aware Lexical Semantics: Adjusting Contextualized Representations through Static Anchors. 4066-4075 - Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea:
Compositional Demographic Word Embeddings. 4076-4089 - Albert Webson, Zhizhong Chen, Carsten Eickhoff, Ellie Pavlick:
Do "Undocumented Workers" == "Illegal Aliens"? Differentiating Denotation and Connotation in Vector Spaces. 4090-4105 - Jiaao Chen, Diyi Yang:
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization. 4106-4118 - Arthur Brazinskas, Mirella Lapata, Ivan Titov:
Few-Shot Learning for Opinion Summarization. 4119-4135 - Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu:
Learning to Fuse Sentences with Transformers for Summarization. 4136-4142 - Shashi Narayan, Joshua Maynez, Jakub Adámek, Daniele Pighin, Blaz Bratanic, Ryan T. McDonald:
Stepwise Extractive Summarization and Planning with Structured Transformers. 4143-4159 - Shuo Sun, Kevin Duh:
CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval. 4160-4170 - Sean MacAvaney, Arman Cohan, Nazli Goharian:
SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search. 4171-4179 - Luyu Gao, Zhuyun Dai, Jamie Callan:
Modularized Transfomer-based Ranking Framework. 4180-4190 - Yosi Mass, Haggai Roitman:
Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2. 4191-4197 - Congzheng Song, Alexander M. Rush, Vitaly Shmatikov:
Adversarial Semantic Collisions. 4198-4210 - Prithviraj Sen, Marina Danilevsky, Yunyao Li, Siddhartha Brahma, Matthias Boehm, Laura Chiticariu, Rajasekar Krishnamurthy:
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification. 4211-4221 - Taylor Shin, Yasaman Razeghi, Robert L. Logan IV, Eric Wallace, Sameer Singh:
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts. 4222-4235 - Hanjie Chen, Yangfeng Ji:
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers. 4236-4251 - Pedro Henrique Martins, Zita Marinho, André F. T. Martins:
Sparse Text Generation. 4252-4273 - Hannah Rashkin, Asli Celikyilmaz, Yejin Choi, Jianfeng Gao:
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking. 4274-4295 - Tom Bosc, Pascal Vincent:
Do sequence-to-sequence VAEs learn global features of sentences? 4296-4318 - Seraphina Goldfarb-Tarrant, Tuhin Chakrabarty, Ralph M. Weischedel, Nanyun Peng:
Content Planning for Neural Story Generation with Aristotelian Rescoring. 4319-4338 - Wei-Jen Ko, Avik Ray, Yilin Shen, Hongxia Jin:
Generating Dialogue Responses from a Semantic Latent Space. 4339-4349 - Ece Takmaz, Mario Giulianelli, Sandro Pezzelle, Arabella Sinclair, Raquel Fernández:
Refer, Reuse, Reduce: Generating Subsequent References in Visual and Conversational Contexts. 4350-4368 - Yanpeng Zhao, Ivan Titov:
Visually Grounded Compound PCFGs. 4369-4379 - Weixin Liang, James Zou, Zhou Yu:
ALICE: Active Learning with Contrastive Natural Language Explanations. 4380-4391 - Alexander Ku, Peter Anderson, Roma Patel, Eugene Ie, Jason Baldridge:
Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding. 4392-4412 - Tsu-Jui Fu, Xin Wang, Scott T. Grafton, Miguel P. Eckstein, William Yang Wang:
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning. 4413-4422 - Philipp Dufter, Hinrich Schütze:
Identifying Elements Essential for BERT's Multilinguality. 4423-4437 - Zirui Wang, Zachary C. Lipton, Yulia Tsvetkov:
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment. 4438-4450 - Naoki Otani, Satoru Ozaki, Xingyuan Zhao, Yucen Li, Micaelah St Johns, Lori S. Levin:
Pre-tokenization of Multi-word Expressions in Cross-lingual Word Embeddings. 4451-4464 - Jerin Philip, Alexandre Berard, Matthias Gallé, Laurent Besacier:
Monolingual Adapters for Zero-Shot Neural Machine Translation. 4465-4470 - Shijie Wu, Mark Dredze:
Do Explicit Alignments Robustly Improve Multilingual Encoders? 4471-4482 - Anne Lauscher, Vinit Ravishankar, Ivan Vulic, Goran Glavas:
From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers. 4483-4499 - Anna Currey, Prashant Mathur, Georgiana Dinu:
Distilling Multiple Domains for Neural Machine Translation. 4500-4511 - Nils Reimers, Iryna Gurevych:
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation. 4512-4525 - Kevin Yang, Violet Yao, John DeNero, Dan Klein:
A Streaming Approach For Efficient Batched Beam Search. 4526-4535 - Hyung Won Chung, Dan Garrette, Kiat Chuan Tan, Jason Riesa:
Improving Multilingual Models with Language-Clustered Vocabularies. 4536-4546 - Farhad Nooralahzadeh, Giannis Bekoulis, Johannes Bjerva, Isabelle Augenstein:
Zero-Shot Cross-Lingual Transfer with Meta Learning. 4547-4562 - Phillip Keung, Yichao Lu, György Szarvas, Noah A. Smith:
The Multilingual Amazon Reviews Corpus. 4563-4568 - Nasrin Mostafazadeh, Aditya Kalyanpur, Lori Moon, David W. Buchanan, Lauren Berkowitz, Or Biran, Jennifer Chu-Carroll:
GLUCOSE: GeneraLized and COntextualized Story Explanations. 4569-4586 - Rik van Noord, Antonio Toral, Johan Bos:
Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT. 4587-4603 - Yun He, Ziwei Zhu, Yin Zhang, Qin Chen, James Caverlee:
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition. 4604-4614 - Vered Shwartz, Peter West, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi:
Unsupervised Commonsense Question Answering with Self-Talk. 4615-4629 - Li Zhang, Qing Lyu, Chris Callison-Burch:
Reasoning about Goals, Steps, and Temporal Ordering with WikiHow. 4630-4639 - Ethan Wilcox, Peng Qian, Richard Futrell, Ryosuke Kohita, Roger Levy, Miguel Ballesteros:
Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models. 4640-4652 - Robert X. D. Hawkins, Takateru Yamakoshi, Thomas L. Griffiths, Adele E. Goldberg:
Investigating representations of verb bias in neural language models. 4653-4663 - Ece Takmaz, Sandro Pezzelle, Lisa Beinborn, Raquel Fernández:
Generating Image Descriptions via Sequential Cross-Modal Alignment Guided by Human Gaze. 4664-4677 - Chunyuan Li, Xiang Gao, Yuan Li, Baolin Peng, Xiujun Li, Yizhe Zhang, Jianfeng Gao:
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space. 4678-4699 - Hoo-Chang Shin, Yang Zhang, Evelina Bakhturina, Raul Puri, Mostofa Patwary, Mohammad Shoeybi, Raghav Mani:
BioMegatron: Larger Biomedical Domain Language Model. 4700-4706 - Michal Lukasik, Boris Dadachev, Kishore Papineni, Gonçalo Simões:
Text Segmentation by Cross Segment Attention. 4707-4716 - Tatiana Shavrina, Alena Fenogenova, Anton A. Emelyanov, Denis Shevelev, Ekaterina Artemova, Valentin Malykh, Vladislav Mikhailov, Maria Tikhonova, Andrey Chertok, Andrey Evlampiev:
RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark. 4717-4726 - Wuwei Lan, Yang Chen, Wei Xu, Alan Ritter:
An Empirical Study of Pre-trained Transformers for Arabic Information Extraction. 4727-4734 - Fei Tan, Yifan Hu, Changwei Hu, Keqian Li, Kevin Yen:
TNT: Text Normalization based Pre-training of Transformers for Content Moderation. 4735-4741 - Dhanasekar Sundararaman, Shijing Si, Vivek Subramanian, Guoyin Wang, Devamanyu Hazarika, Lawrence Carin:
Methods for Numeracy-Preserving Word Embeddings. 4742-4753 - Taylor Berg-Kirkpatrick, Daniel Spokoyny:
An Empirical Investigation of Contextualized Number Prediction. 4754-4764 - Elena V. Epure, Guillaume Salha, Manuel Moussallam, Romain Hennequin:
Modeling the Music Genre Perception across Language-Bound Cultures. 4765-4779 - Victor R. Martinez, Krishna Somandepalli, Yalda T. Uhls, Shrikanth Narayanan:
Joint Estimation and Analysis of Risk Behavior Ratings in Movie Scripts. 4780-4790 - Amrith Krishna, Ashim Gupta, Deepak Garasangi, Pavankumar Satuluri, Pawan Goyal:
Keep it Surprisingly Simple: A Simple First Order Graph Based Parsing Model for Joint Morphosyntactic Parsing in Sanskrit. 4791-4797 - Steven Cao, Nikita Kitaev, Dan Klein:
Unsupervised Parsing via Constituency Tests. 4798-4808 - Ran Zmigrod, Tim Vieira, Ryan Cotterell:
Please Mind the Root: Decoding Arborescences for Dependency Parsing. 4809-4819 - Ramy Eskander, Smaranda Muresan, Michael Collins:
Unsupervised Cross-Lingual Part-of-Speech Tagging for Truly Low-Resource Scenarios. 4820-4831 - Andrew Drozdov, Subendhu Rongali, Yi-Pei Chen, Tim O'Gorman, Mohit Iyyer, Andrew McCallum:
Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders. 4832-4845 - Kawin Ethayarajh, Dan Jurafsky:
Utility is in the Eye of the User: A Critique of NLP Leaderboards. 4846-4853 - Kristjan Arumae, Qing Sun, Parminder Bhatia:
An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training. 4854-4864 - Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Yonatan Belinkov:
Analyzing Individual Neurons in Pre-trained Language Models. 4865-4880 - Sean Papay, Roman Klinger, Sebastian Padó:
Dissecting Span Identification Tasks with Performance Prediction. 4881-4895 - Lang Yu, Allyson Ettinger:
Assessing Phrasal Representation and Composition in Transformers. 4896-4907 - Fahim Dalvi, Hassan Sajjad, Nadir Durrani, Yonatan Belinkov:
Analyzing Redundancy in Pretrained Transformer Models. 4908-4926 - Kaize Ding, Jianling Wang, Jundong Li, Dingcheng Li, Huan Liu:
Be More with Less: Hypergraph Attention Networks for Inductive Text Classification. 4927-4936 - Thibault Févry, Livio Baldini Soares, Nicholas FitzGerald, Eunsol Choi, Tom Kwiatkowski:
Entities as Experts: Sparse Memory Access with Entity Supervision. 4937-4951 - Shen Wang, Xiaokai Wei, Cícero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang, Philip S. Yu:
H2KGAT: Hierarchical Hyperbolic Knowledge Graph Attention Network. 4952-4962 - Yordan Yordanov, Oana-Maria Camburu, Vid Kocijan, Thomas Lukasiewicz:
Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution. 4963-4969 - Stephane Aroca-Ouellette, Frank Rudzicz:
On Losses for Modern Language Models. 4970-4981 - Ramy Baly, Giovanni Da San Martino, James R. Glass, Preslav Nakov:
We Can Detect Your Bias: Predicting the Political Ideology of News Articles. 4982-4991 - Michal Lukasik, Himanshu Jain, Aditya Krishna Menon, Seungyeon Kim, Srinadh Bhojanapalli, Felix X. Yu, Sanjiv Kumar:
Semantic Label Smoothing for Sequence to Sequence Problems. 4992-4998 - Sida Gao, Matthew R. Gormley:
Training for Gibbs Sampling on Conditional Random Fields with Neural Scoring Factors. 4999-5011 - Xuhui Zhou, Nikolaos Pappas, Noah A. Smith:
Multilevel Text Alignment with Cross-Document Attention. 5012-5025 - Armen Aghajanyan, Jean Maillard, Akshat Shrivastava, Keith Diedrick, Michael Haeger, Haoran Li, Yashar Mehdad, Veselin Stoyanov, Anuj Kumar, Mike Lewis, Sonal Gupta:
Conversational Semantic Parsing. 5026-5035 - Chien-Sheng Wu, Caiming Xiong:
Probing Task-Oriented Dialogue Representation from Language Models. 5036-5051 - Weijia Xu, Batool Haider, Saab Mansour:
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU. 5052-5063 - Jian-Guo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong:
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference. 5064-5082 - Semih Yavuz, Kazuma Hashimoto, Wenhao Liu, Nitish Shirish Keskar, Richard Socher, Caiming Xiong:
Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging. 5083-5089 - Xilun Chen, Asish Ghoshal, Yashar Mehdad, Luke Zettlemoyer, Sonal Gupta:
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing. 5090-5100 - Arash Einolghozati, Anchit Gupta, Keith Diedrick, Sonal Gupta:
Sound Natural: Content Rephrasing in Dialog Systems. 5101-5108 - Jonathan Mallinson, Rico Sennrich, Mirella Lapata:
Zero-Shot Crosslingual Sentence Simplification. 5109-5126 - Liye Fu, Susan R. Fussell, Cristian Danescu-Niculescu-Mizil:
Facilitating the Communication of Politeness through Fine-Grained Paraphrasing. 5127-5140 - Tianlu Wang, Xuezhi Wang, Yao Qin, Ben Packer, Kang Li, Jilin Chen, Alex Beutel, Ed H. Chi:
CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation. 5141-5146 - Felix Stahlberg, Shankar Kumar:
Seq2Edits: Sequence Transduction Using Span-level Edit Operations. 5147-5159 - Chris Kedzie, Kathleen R. McKeown:
Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies. 5160-5185 - Tianxiao Shen, Victor Quach, Regina Barzilay, Tommi S. Jaakkola:
Blank Language Models. 5186-5198 - Nathaniel Weir, João Sedoc, Benjamin Van Durme:
COD3S: Diverse Generation with Discrete Semantic Signatures. 5199-5211 - Aditi Chaudhary, Antonios Anastasopoulos, Adithya Pratapa, David R. Mortensen, Zaid Sheikh, Yulia Tsvetkov, Graham Neubig:
Automatic Extraction of Rules Governing Morphological Agreement. 5212-5236 - Manuel Mager, Özlem Çetinoglu, Katharina Kann:
Tackling the Low-resource Challenge for Canonical Segmentation. 5237-5250 - Sarah R. Moeller, Ling Liu, Changbing Yang, Katharina Kann, Mans Hulden:
IGT2P: From Interlinear Glossed Texts to Paradigms. 5251-5262 - Ashish Sharma, Adam S. Miner, David C. Atkins, Tim Althoff:
A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support. 5263-5276 - Faeze Brahman, Snigdha Chaturvedi:
Modeling Protagonist Emotions for Emotion-Aware Storytelling. 5277-5294 - Venkata Subrahmanyan Govindarajan, Benjamin T. Chen, Rebecca Warholic, Katrin Erk, Junyi Jessy Li:
Help! Need Advice on Identifying Advice. 5295-5306 - Jiaxin Pei, David Jurgens:
Quantifying Intimacy in Language. 5307-5326 - Tal August, Lauren Kim, Katharina Reinecke, Noah A. Smith:
Writing Strategies for Science Communication: Data and Computational Analysis. 5327-5344 - Wenlin Yao, Zeyu Dai, Maitreyi Ramaswamy, Bonan Min, Ruihong Huang:
Weakly Supervised Subevent Knowledge Acquisition. 5345-5356 - Alan Ramponi, Rob van der Goot, Rosario Lombardo, Barbara Plank:
Biomedical Event Extraction as Sequence Labeling. 5357-5367 - Jiarui Yao, Haoling Qiu, Bonan Min, Nianwen Xue:
Annotating Temporal Dependency Graphs via Crowdsourcing. 5368-5380 - Hieu Man Duc Trong, Duc-Trong Le, Amir Pouran Ben Veyseh, Thuat Nguyen, Thien Huu Nguyen:
Introducing a New Dataset for Event Detection in Cybersecurity Texts. 5381-5390 - Anna Tigunova, Andrew Yates, Paramita Mirza, Gerhard Weikum:
CHARM: Inferring Personal Attributes from Conversations. 5391-5404 - Viet Dac Lai, Tuan Ngo Nguyen, Thien Huu Nguyen:
Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks. 5405-5411 - Miguel Ballesteros, Rishita Anubhai, Shuai Wang, Nima Pourdamghani, Yogarshi Vyas, Jie Ma, Parminder Bhatia, Kathleen R. McKeown, Yaser Al-Onaizan:
Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events. 5412-5417 - Adam Roberts, Colin Raffel, Noam Shazeer:
How Much Knowledge Can You Pack Into the Parameters of a Language Model? 5418-5426 - Momchil Hardalov, Todor Mihaylov, Dimitrina Zlatkova, Yoan Dinkov, Ivan Koychev, Preslav Nakov:
EXAMS: A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering. 5427-5444 - Siamak Shakeri, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang:
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems. 5445-5460 - Rong Zhang, Revanth Gangi Reddy, Md. Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward:
Multi-Stage Pre-training for Low-Resource Domain Adaptation. 5461-5468 - José Manuél Gómez-Pérez, Raúl Ortega:
ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention. 5469-5479 - Johannes Bjerva, Nikita Bhutani, Behzad Golshan, Wang-Chiew Tan, Isabelle Augenstein:
SubjQA: A Dataset for Subjectivity and Review Comprehension. 5480-5494 - Yang Li, Gang Li, Luheng He, Jingjie Zheng, Hong Li, Zhiwei Guan:
Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements. 5495-5510 - Wanyun Cui, Guangyu Zheng, Wei Wang:
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning. 5511-5520 - David Gaddy, Dan Klein:
Digital Voicing of Silent Speech. 5521-5530 - Eric Wallace, Mitchell Stern, Dawn Song:
Imitation Attacks and Defenses for Black-box Machine Translation Systems. 5531-5546 - Demi Guo, Yoon Kim, Alexander M. Rush:
Sequence-Level Mixed Sample Data Augmentation. 5547-5552 - Sean Welleck, Ilia Kulikov, Jaedeok Kim, Richard Yuanzhe Pang, Kyunghyun Cho:
Consistency of a Recurrent Language Model With Respect to Incomplete Decoding. 5553-5568 - Lifu Tu, Tianyu Liu, Kevin Gimpel:
An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks. 5569-5582 - Steven Reich, David Mueller, Nicholas Andrews:
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast - Choose Three. 5583-5595 - Chenhua Chen, Zhiyang Teng, Yue Zhang:
Inducing Target-Specific Latent Structures for Aspect Sentiment Classification. 5596-5607 - Yuan Zhuang, Tianyu Jiang, Ellen Riloff:
Affective Event Classification with Discourse-enhanced Self-training. 5608-5617 - Meixi Wu, Wenya Wang, Sinno Jialin Pan:
Deep Weighted MaxSAT for Aspect-based Opinion Extraction. 5618-5628 - Sudipta Kar, Gustavo Aguilar, Mirella Lapata, Thamar Solorio:
Multi-view Story Characterization from Movie Plot Synopses and Reviews. 5629-5646 - Samson Tan, Shafiq R. Joty, Lav R. Varshney, Min-Yen Kan:
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding. 5647-5663 - Arya D. McCarthy, Adina Williams, Shijia Liu, David Yarowsky, Ryan Cotterell:
Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions. 5664-5675 - Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang:
RethinkCWS: Is Chinese Word Segmentation a Solved Task? 5676-5686 - Christopher Chu, Scot Fang, Kevin Knight:
Learning to Pronounce Chinese Without a Pronunciation Dictionary. 5687-5693 - Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu:
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph. 5694-5703 - Zequn Sun, Muhao Chen, Wei Hu, Chengming Wang, Jian Dai, Wei Zhang:
Knowledge Association with Hyperbolic Knowledge Graph Embeddings. 5704-5716 - Rujun Han, Yichao Zhou, Nanyun Peng:
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction. 5717-5729 - Jiapeng Wu, Meng Cao, Jackie Chi Kit Cheung, William L. Hamilton:
TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion. 5730-5746 - Liyuan Liu, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Jiawei Han:
Understanding the Difficulty of Training Transformers. 5747-5763 - William Chan, Mitchell Stern, Jamie Kiros, Jakob Uszkoreit:
An Empirical Study of Generation Order for Machine Translation. 5764-5773 - Julia Kreutzer, George F. Foster, Colin Cherry:
Inference Strategies for Machine Translation with Conditional Masking. 5774-5782 - Sewon Min, Julian Michael, Hannaneh Hajishirzi, Luke Zettlemoyer:
AmbigQA: Answering Ambiguous Open-domain Questions. 5783-5797 - Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Jiancheng Lv, Nan Duan, Ming Zhou:
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space. 5798-5810 - Raul Puri, Ryan Spring, Mohammad Shoeybi, Mostofa Patwary, Bryan Catanzaro:
Training Question Answering Models From Synthetic Data. 5811-5826 - Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Tongtong Wu:
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning. 5827-5837 - Tharindu Ranasinghe, Marcos Zampieri:
Multilingual Offensive Language Identification with Cross-lingual Embeddings. 5838-5844 - Christopher Chu, Raphael Valenti, Kevin Knight:
Solving Historical Dictionary Codes with a Neural Language Model. 5845-5854 - Muhammad Abdul-Mageed, Chiyu Zhang, AbdelRahim A. Elmadany, Lyle H. Ungar:
Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments. 5855-5876 - Sophie Groenwold, Lily Ou, Aesha Parekh, Samhita Honnavalli, Sharon Levy, Diba Mirza, William Yang Wang:
Investigating African-American Vernacular English in Transformer-Based Text Generation. 5877-5883 - Hao-Ran Wei, Zhirui Zhang, Boxing Chen, Weihua Luo:
Iterative Domain-Repaired Back-Translation. 5884-5893 - Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig:
Dynamic Data Selection and Weighting for Iterative Back-Translation. 5894-5904 - Sungwon Lyu, Bokyung Son, Kichang Yang, Jaekyoung Bae:
Revisiting Modularized Multilingual NMT to Meet Industrial Demands. 5905-5918 - Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang:
LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool. 5919-5930 - Shruti Rijhwani, Antonios Anastasopoulos, Graham Neubig:
OCR Post Correction for Endangered Language Texts. 5931-5942 - Zhengbao Jiang, Antonios Anastasopoulos, Jun Araki, Haibo Ding, Graham Neubig:
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models. 5943-5959 - Ahmed El-Kishky, Vishrav Chaudhary, Francisco Guzmán, Philipp Koehn:
CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs. 5960-5969 - Mehrad Moradshahi, Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam:
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation. 5970-5983 - Michelle Yuan, Mozhi Zhang, Benjamin Van Durme, Leah Findlater, Jordan L. Boyd-Graber:
Interactive Refinement of Cross-Lingual Word Embeddings. 5984-5996 - Brian Thompson, Philipp Koehn:
Exploiting Sentence Order in Document Alignment. 5997-6007 - Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Ruofei Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Daniel Campos, Rangan Majumder, Ming Zhou:
XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation. 6008-6018 - Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network. 6019-6026 - Yu Wang, Yun Li, Hanghang Tong, Ziye Zhu:
HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction. 6027-6036 - Yuanhe Tian, Yan Song, Fei Xia:
Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks. 6037-6044 - Bosheng Ding, Linlin Liu, Lidong Bing, Canasai Kruengkrai, Thien Hai Nguyen, Shafiq R. Joty, Luo Si, Chunyan Miao:
DAGA: Data Augmentation with a Generation Approach forLow-resource Tagging Tasks. 6045-6057 - Jinlan Fu, Pengfei Liu, Graham Neubig:
Interpretable Multi-dataset Evaluation for Named Entity Recognition. 6058-6069 - Yuanmeng Yan, Keqing He, Hong Xu, Sihong Liu, Fanyu Meng, Min Hu, Weiran Xu:
Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots. 6070-6075 - Florian Mai, Nikolaos Pappas, Ivan Montero, Noah A. Smith, James Henderson:
Plug and Play Autoencoders for Conditional Text Generation. 6076-6092 - Kian Ahrabian, Aarash Feizi, Yasmin Salehi, William L. Hamilton, Avishek Joey Bose:
Structure Aware Negative Sampling in Knowledge Graphs. 6093-6101 - Minki Kang, Moonsu Han, Sung Ju Hwang:
Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation. 6102-6120 - Alexander Lin, Jeremy Wohlwend, Howard Chen, Tao Lei:
Autoregressive Knowledge Distillation through Imitation Learning. 6121-6133 - Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li:
T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack. 6134-6150 - Ziheng Wang, Jeremy Wohlwend, Tao Lei:
Structured Pruning of Large Language Models. 6151-6162 - Thuy-Trang Vu, Dinh Phung, Gholamreza Haffari:
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models. 6163-6173 - Siddhant Garg, Goutham Ramakrishnan:
BAE: BERT-based Adversarial Examples for Text Classification. 6174-6181 - Xinyin Ma, Yongliang Shen, Gongfan Fang, Chen Chen, Chenghao Jia, Weiming Lu:
Adversarial Self-Supervised Data-Free Distillation for Text Classification. 6182-6192 - Linyang Li, Ruotian Ma, Qipeng Guo, Xiangyang Xue, Xipeng Qiu:
BERT-ATTACK: Adversarial Attack Against BERT Using BERT. 6193-6202 - Nitish Shirish Keskar, Bryan McCann, Caiming Xiong, Richard Socher:
The Thieves on Sesame Street are Polyglots - Extracting Multilingual Models from Monolingual APIs. 6203-6207 - Changlong Yu, Jialong Han, Peifeng Wang, Yangqiu Song, Hongming Zhang, Wilfred Ng, Shuming Shi:
When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models. 6208-6217 - Marius Pasca:
Interpreting Open-Domain Modifiers: Decomposition of Wikipedia Categories into Disambiguated Property-Value Pairs. 6218-6228 - Ming Wang, Yinglin Wang:
A Synset Relation-enhanced Framework with a Try-again Mechanism for Word Sense Disambiguation. 6229-6240 - Dayiheng Liu, Yeyun Gong, Yu Yan, Jie Fu, Bo Shao, Daxin Jiang, Jiancheng Lv, Nan Duan:
Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation. 6241-6250 - Meng Cao, Yue Dong, Jiapeng Wu, Jackie Chi Kit Cheung:
Factual Error Correction for Abstractive Summarization Models. 6251-6258 - Shrey Desai, Jiacheng Xu, Greg Durrett:
Compressive Summarization with Plausibility and Salience Modeling. 6259-6274 - Jiacheng Xu, Shrey Desai, Greg Durrett:
Understanding Neural Abstractive Summarization Models via Uncertainty. 6275-6281 - Sangwoo Cho, Kaiqiang Song, Chen Li, Dong Yu, Hassan Foroosh, Fei Liu:
Better Highlighting: Creating Sub-Sentence Summary Highlights. 6282-6300 - Bowen Tan, Lianhui Qin, Eric P. Xing, Zhiting Hu:
Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach. 6301-6309 - Baiyun Cui, Yingming Li, Zhongfei Zhang:
BERT-enhanced Relational Sentence Ordering Network. 6310-6320 - Tao Yu, Shafiq R. Joty:
Online Conversation Disentanglement with Pointer Networks. 6321-6330 - Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo:
VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling. 6331-6344 - Mengge Xue, Bowen Yu, Zhenyu Zhang, Tingwen Liu, Yue Zhang, Bin Wang:
Coarse-to-Fine Pre-training for Named Entity Recognition. 6345-6354 - Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Tat-Seng Chua:
Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment. 6355-6364 - Yi Yang, Arzoo Katiyar:
Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning. 6365-6375 - Kun Qian, Poornima Chozhiyath Raman, Yunyao Li, Lucian Popa:
Learning Structured Representations of Entity Names using ActiveLearning and Weak Supervision. 6376-6383 - Chen Jia, Yuefeng Shi, Qinrong Yang, Yue Zhang:
Entity Enhanced BERT Pre-training for Chinese NER. 6384-6396 - Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer:
Scalable Zero-shot Entity Linking with Dense Entity Retrieval. 6397-6407 - Niket Tandon, Keisuke Sakaguchi, Bhavana Dalvi, Dheeraj Rajagopal, Peter Clark, Michal Guerquin, Kyle Richardson, Eduard H. Hovy:
A Dataset for Tracking Entities in Open Domain Procedural Text. 6408-6417 - Xingyu Fu, Weijia Shi, Xiaodong Yu, Zian Zhao, Dan Roth:
Design Challenges in Low-resource Cross-lingual Entity Linking. 6418-6432 - Belinda Z. Li, Sewon Min, Srinivasan Iyer, Yashar Mehdad, Wen-tau Yih:
Efficient One-Pass End-to-End Entity Linking for Questions. 6433-6441 - Ikuya Yamada, Akari Asai, Hiroyuki Shindo, Hideaki Takeda, Yuji Matsumoto:
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention. 6442-6454 - Tuhin Chakrabarty, Smaranda Muresan, Nanyun Peng:
Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation. 6455-6469 - Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, Mohit Iyyer:
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation. 6470-6484 - Allison Hegel, Sudha Rao, Asli Celikyilmaz, Bill Dolan:
Substance over Style: Document-Level Targeted Content Transfer. 6485-6504 - Mihir Kale, Abhinav Rastogi:
Template Guided Text Generation for Task-Oriented Dialogue. 6505-6520 - Anthony Chen, Gabriel Stanovsky, Sameer Singh, Matt Gardner:
MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics. 6521-6532 - Dongyeop Kang, Eduard H. Hovy:
Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task. 6533-6543 - Wei-Jen Ko, Te-Yuan Chen, Yiyan Huang, Greg Durrett, Junyi Jessy Li:
Inquisitive Question Generation for High Level Text Comprehension. 6544-6555 - Peixiang Zhong, Chen Zhang, Hao Wang, Yong Liu, Chunyan Miao:
Towards Persona-Based Empathetic Conversational Models. 6556-6566 - Qiongkai Xu, Lizhen Qu, Zeyu Gao, Gholamreza Haffari:
Personal Information Leakage Detection in Conversations. 6567-6580 - Weishi Wang, Steven C. H. Hoi, Shafiq R. Joty:
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking. 6581-6591 - Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun:
Regularizing Dialogue Generation by Imitating Implicit Scenarios. 6592-6604 - Hui Su, Xiaoyu Shen, Xiao Zhou, Zheng Zhang, Ernie Chang, Cheng Zhang, Cheng Niu, Jie Zhou:
MovieChats: Chat like Humans in a Closed Domain. 6605-6619 - Jing Lu, Vincent Ng:
Conundrums in Entity Coreference Resolution: Making Sense of the State of the Art. 6620-6631 - Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu:
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter. 6632-6639 - Lingzhi Wang, Jing Li, Xingshan Zeng, Haisong Zhang, Kam-Fai Wong:
Continuity of Topic, Interaction, and Query: Learning to Quote in Online Conversations. 6640-6650 - Haoyu Song, Yan Wang, Wei-Nan Zhang, Zhengyu Zhao, Ting Liu, Xiaojiang Liu:
Profile Consistency Identification for Open-domain Dialogue Agents. 6651-6662 - Huilin Zhong, Junsheng Zhou, Weiguang Qu, Yunfei Long, Yanhui Gu:
An Element-aware Multi-representation Model for Law Article Prediction. 6663-6668 - Woojeong Jin, Meng Qu, Xisen Jin, Xiang Ren:
Recurrent Event Network: Autoregressive Structure Inferenceover Temporal Knowledge Graphs. 6669-6683 - Weicheng Ma, Ruibo Liu, Lili Wang, Soroush Vosoughi:
Multi-resolution Annotations for Emoji Prediction. 6684-6694 - Seungtaek Choi, Haeju Park, Jinyoung Yeo, Seung-won Hwang:
Less is More: Attention Supervision with Counterfactuals for Text Classification. 6695-6704 - Qianli Ma, Zhenxi Lin, Jiangyue Yan, Zipeng Chen, Liuhong Yu:
MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification. 6705-6715 - Wenshuo Yang, Jiyi Li, Fumiyo Fukumoto, Yanming Ye:
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification. 6716-6722 - Wei Song, Kai Zhang, Ruiji Fu, Lizhen Liu, Ting Liu, Miaomiao Cheng:
Multi-Stage Pre-training for Automated Chinese Essay Scoring. 6723-6733 - Yang Deng, Wenxuan Zhang, Wai Lam:
Multi-hop Inference for Question-driven Summarization. 6734-6744 - Mucheng Ren, Xiubo Geng, Tao Qin, Heyan Huang, Daxin Jiang:
Towards Interpretable Reasoning over Paragraph Effects in Situation. 6745-6758 - Kunlong Chen, Weidi Xu, Xingyi Cheng, Zou Xiaochuan, Yuyu Zhang, Le Song, Taifeng Wang, Yuan Qi, Wei Chu:
Question Directed Graph Attention Network for Numerical Reasoning over Text. 6759-6768 - Vladimir Karpukhin, Barlas Oguz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih:
Dense Passage Retrieval for Open-Domain Question Answering. 6769-6781 - Jin Dong, Marc-Antoine Rondeau, William L. Hamilton:
Distilling Structured Knowledge for Text-Based Relational Reasoning. 6782-6791 - Julian Michael, Jan A. Botha, Ian Tenney:
Asking without Telling: Exploring Latent Ontologies in Contextual Representations. 6792-6812 - David Cheng-Han Chiang, Sung-Feng Huang, Hung-yi Lee:
Pretrained Language Model Embryology: The Birth of ALBERT. 6813-6828 - Isabel Papadimitriou, Dan Jurafsky:
Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models. 6829-6839 - Yu-An Wang, Yun-Nung Chen:
What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding. 6840-6849 - Vered Shwartz, Rachel Rudinger, Oyvind Tafjord:
"You are grounded!": Latent Name Artifacts in Pre-trained Language Models. 6850-6861 - Bill Yuchen Lin, Seyeon Lee, Rahul Khanna, Xiang Ren:
Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-Trained Language Models. 6862-6868 - Victor Zhong, Mike Lewis, Sida I. Wang, Luke Zettlemoyer:
Grounded Adaptation for Zero-shot Executable Semantic Parsing. 6869-6882 - Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su:
An Imitation Game for Learning Semantic Parsers from User Interaction. 6883-6902 - Yitao Cai, Xiaojun Wan:
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation. 6903-6912 - Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang:
"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL. 6913-6922 - Lijie Wang, Ao Zhang, Kun Wu, Ke Sun, Zhenghua Li, Hua Wu, Min Zhang, Haifeng Wang:
DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset. 6923-6935 - Jianqiang Ma, Zeyu Yan, Shuai Pang, Yang Zhang, Jianping Shen:
Mention Extraction and Linking for SQL Query Generation. 6936-6942 - Wenqiang Lei, Weixin Wang, Zhixin Ma, Tian Gan, Wei Lu, Min-Yen Kan, Tat-Seng Chua:
Re-examining the Role of Schema Linking in Text-to-SQL. 6943-6954 - Zehui Dai, Cheng Peng, Huajie Chen, Yadong Ding:
A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis. 6955-6965 - Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun:
Train No Evil: Selective Masking for Task-Guided Pre-Training. 6966-6974 - Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang:
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge. 6975-6988 - Jiaxin Huang, Yu Meng, Fang Guo, Heng Ji, Jiawei Han:
Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding. 6989-6999 - Liying Cheng, Lidong Bing, Qian Yu, Wei Lu, Luo Si:
APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning. 7000-7011 - Yunjie Ji, Hao Liu, Bolei He, Xinyan Xiao, Hua Wu, Yanhua Yu:
Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification. 7012-7023 - Li Kong, Chuanyi Li, Jidong Ge, Bin Luo, Vincent Ng:
Identifying Exaggerated Language. 7024-7034 - Chenggong Gong, Jianfei Yu, Rui Xia:
Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis. 7035-7045 - Ieva Staliunaite, Ignacio Iacobacci:
Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA. 7046-7056 - Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, Kentaro Inui:
Attention is Not Only a Weight: Analyzing Transformers with Vector Norms. 7057-7075 - Hendrik Schuff, Heike Adel, Ngoc Thang Vu:
F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering. 7076-7095 - Satwik Bhattamishra, Kabir Ahuja, Navin Goyal:
On the Ability and Limitations of Transformers to Recognize Formal Languages. 7096-7116 - Martin Schmitt, Sahand Sharifzadeh, Volker Tresp, Hinrich Schütze:
An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing. 7117-7130 - Xiao Li, Guanyi Chen, Chenghua Lin, Ruizhe Li:
DGST: a Dual-Generator Network for Text Style Transfer. 7131-7136 - Qinzhuo Wu, Qi Zhang, Jinlan Fu, Xuanjing Huang:
A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving. 7137-7146 - Angela Fan, Aleksandra Piktus, Fabio Petroni, Guillaume Wenzek, Marzieh Saeidi, Andreas Vlachos, Antoine Bordes, Sebastian Riedel:
Generating Fact Checking Briefs. 7147-7161 - Mengyun Chen, Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou:
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction. 7162-7169 - Deming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Peng Li, Maosong Sun, Zhiyuan Liu:
Coreferential Reasoning Learning for Language Representation. 7170-7186 - Nan Shao, Yiming Cui, Ting Liu, Shijin Wang, Guoping Hu:
Is Graph Structure Necessary for Multi-hop Question Answering? 7187-7192 - Alessandro Raganato, Tommaso Pasini, José Camacho-Collados, Mohammad Taher Pilehvar:
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization. 7193-7206 - Michele Bevilacqua, Marco Maru, Roberto Navigli:
Generationary or "How We Went beyond Word Sense Inventories and Learned to Gloss". 7207-7221 - Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen:
Probing Pretrained Language Models for Lexical Semantics. 7222-7240 - Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, Pascale Fung:
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment. 7241-7251 - Emanuele Bastianelli, Andrea Vanzo, Pawel Swietojanski, Verena Rieser:
SLURP: A Spoken Language Understanding Resource Package. 7252-7262 - Nikhil Verma, Abhishek Sharma, Dhiraj Madan, Danish Contractor, Harshit Kumar, Sachindra Joshi:
Neural Conversational QA: Learning to Reason vs Exploiting Patterns. 7263-7269 - Xiangji Zeng, Yunliang Li, Yuchen Zhai, Yin Zhang:
Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition. 7270-7280 - Jizhi Tang, Yansong Feng, Dongyan Zhao:
Understanding Procedural Text using Interactive Entity Networks. 7281-7290 - Hongyu Lin, Yaojie Lu, Jialong Tang, Xianpei Han, Le Sun, Zhicheng Wei, Nicholas Jing Yuan:
A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? 7291-7300 - Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp:
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion. 7301-7316 - Max Ryabinin, Sergei Popov, Liudmila Prokhorenkova, Elena Voita:
Embedding Words in Non-Vector Space with Unsupervised Graph Learning. 7317-7331 - Joseph Fisher, Arpit Mittal, Dave Palfrey, Christos Christodoulopoulos:
Debiasing knowledge graph embeddings. 7332-7345 - Mikhail Galkin, Priyansh Trivedi, Gaurav Maheshwari, Ricardo Usbeck, Jens Lehmann:
Message Passing for Hyper-Relational Knowledge Graphs. 7346-7359 - Taichi Ishiwatari, Yuki Yasuda, Taro Miyazaki, Jun Goto:
Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations. 7360-7370 - Aina Garí Soler, Marianna Apidianaki:
BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations. 7371-7385 - Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing:
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training. 7386-7399 - Husam Quteineh, Spyridon Samothrakis, Richard F. E. Sutcliffe:
Textual Data Augmentation for Efficient Active Learning on Tiny Datasets. 7400-7410 - Annie Louis, Dan Roth, Filip Radlinski:
"I'd rather just go to bed": Understanding Indirect Answers. 7411-7425 - Xinyao Ma, Maarten Sap, Hannah Rashkin, Yejin Choi:
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction. 7426-7441 - Patrick Huber, Giuseppe Carenini:
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision. 7442-7457 - Sungho Jeon, Michael Strube:
Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments. 7458-7472 - Ritam Dutt, Rishabh Joshi, Carolyn P. Rosé:
Keeping Up Appearances: Computational Modeling of Face Acts in Persuasion Oriented Discussions. 7473-7485 - Thanh Tran, Yifan Hu, Changwei Hu, Kevin Yen, Fei Tan, Kyumin Lee, Se Rim Park:
HABERTOR: An Efficient and Effective Deep Hatespeech Detector. 7486-7502 - Ilias Chalkidis, Manos Fergadiotis, Sotiris Kotitsas, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos:
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels. 7503-7515 - Patrick Xia, Shijie Wu, Benjamin Van Durme:
Which *BERT? A Survey Organizing Contextualized Encoders. 7516-7533 - David Wadden, Shanchuan Lin, Kyle Lo, Lucy Lu Wang, Madeleine van Zuylen, Arman Cohan, Hannaneh Hajishirzi:
Fact or Fiction: Verifying Scientific Claims. 7534-7550 - Tianze Shi, Igor Malioutov, Ozan Irsoy:
Semantic Role Labeling as Syntactic Dependency Parsing. 7551-7571 - Yun He, Zhuoer Wang, Yin Zhang, Ruihong Huang, James Caverlee:
PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge. 7572-7582 - Noah Weber, Rachel Rudinger, Benjamin Van Durme:
Causal Inference of Script Knowledge. 7583-7596 - Prasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych:
Towards Debiasing NLU Models from Unknown Biases. 7597-7610 - Haoyue Shi, Karen Livescu, Kevin Gimpel:
On the Role of Supervision in Unsupervised Constituency Parsing. 7611-7621 - Christos Baziotis, Barry Haddow, Alexandra Birch:
Language Model Prior for Low-Resource Neural Machine Translation. 7622-7634 - Denis Emelin, Ivan Titov, Rico Sennrich:
Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks. 7635-7653 - Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder:
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer. 7654-7673 - Mikel Artetxe, Gorka Labaka, Eneko Agirre:
Translation Artifacts in Cross-lingual Transfer Learning. 7674-7684 - Ramit Sawhney, Harshit Joshi, Saumya Gandhi, Rajiv Ratn Shah:
A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media. 7685-7697 - Shamik Roy, Dan Goldwasser:
Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media. 7698-7716 - Nguyen Vo, Kyumin Lee:
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News. 7717-7731 - Xiaochuang Han, Yulia Tsvetkov:
Fortifying Toxic Speech Detectors Against Veiled Toxicity. 7732-7739 - Neema Kotonya, Francesca Toni:
Explainable Automated Fact-Checking for Public Health Claims. 7740-7754 - Xiaoxiao Guo, Mo Yu, Yupeng Gao, Chuang Gan, Murray Campbell, Shiyu Chang:
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning. 7755-7765 - Ramakanth Pasunuru, Han Guo, Mohit Bansal:
DORB: Dynamically Optimizing Multiple Rewards with Bandits. 7766-7780 - Sopan Khosla, Shikhar Vashishth, Jill Fain Lehman, Carolyn P. Rosé:
MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge. 7781-7797 - Shyam Subramanian, Kyumin Lee:
Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification. 7798-7809 - Xiaoyu Yang, Feng Nie, Yufei Feng, Quan Liu, Zhigang Chen, Xiaodan Zhu:
Program Enhanced Fact Verification with Verbalization and Graph Attention Network. 7810-7825 - Adithya Pratapa, Sai Muralidhar Jayanthi, Kavya Nerella:
Constrained Fact Verification for FEVER. 7826-7832 - Jan A. Botha, Zifei Shan, Daniel Gillick:
Entity Linking in 100 Languages. 7833-7845 - Sangwhan Moon, Naoaki Okazaki:
PatchBERT: Just-in-Time, Out-of-Vocabulary Patching. 7846-7852 - Vincent Micheli, Martin d'Hoffschmidt, François Fleuret:
On the importance of pre-training data volume for compact language models. 7853-7858 - Canwen Xu, Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou:
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing. 7859-7869 - Sanyuan Chen, Yutai Hou, Yiming Cui, Wanxiang Che, Ting Liu, Xiangzhan Yu:
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting. 7870-7881 - Tu Vu, Tong Wang, Tsendsuren Munkhdalai, Alessandro Sordoni, Adam Trischler, Andrew Mattarella-Micke, Subhransu Maji, Mohit Iyyer:
Exploring and Predicting Transferability across NLP Tasks. 7882-7926 - Kasturi Bhattacharjee, Miguel Ballesteros, Rishita Anubhai, Smaranda Muresan, Jie Ma, Faisal Ladhak, Yaser Al-Onaizan:
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging. 7927-7934 - Michelle Yuan, Hsuan-Tien Lin, Jordan L. Boyd-Graber:
Cold-start Active Learning through Self-supervised Language Modeling. 7935-7948 - Liat Ein-Dor, Alon Halfon, Ariel Gera, Eyal Shnarch, Lena Dankin, Leshem Choshen, Marina Danilevsky, Ranit Aharonov, Yoav Katz, Noam Slonim:
Active Learning for BERT: An Empirical Study. 7949-7962 - Dustin Wright, Isabelle Augenstein:
Transformer Based Multi-Source Domain Adaptation. 7963-7974 - Matthew Khoury, Rumen Dangovski, Longwu Ou, Preslav Nakov, Yichen Shen, Li Jing:
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications. 7975-7984 - Tanvi Dinkar, Pierre Colombo, Matthieu Labeau, Chloé Clavel:
The importance of fillers for text representations of speech transcripts. 7985-7993 - Elizabeth Nielsen, Mark Steedman, Sharon Goldwater:
The role of context in neural pitch accent detection in English. 7994-8000 - Ramit Sawhney, Piyush Khanna, Arshiya Aggarwal, Taru Jain, Puneet Mathur, Rajiv Ratn Shah:
VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls. 8001-8013 - Ashkan Alinejad, Anoop Sarkar:
Effectively pretraining a speech translation decoder with Machine Translation data. 8014-8020 - Avinash Swaminathan, Haimin Zhang, Debanjan Mahata, Rakesh Gosangi, Rajiv Ratn Shah, Amanda Stent:
A Preliminary Exploration of GANs for Keyphrase Generation. 8021-8030 - Clément Jumel, Annie Louis, Jackie Chi Kit Cheung:
TESA: A Task in Entity Semantic Aggregation for Abstractive Summarization. 8031-8050 - Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano:
MLSUM: The Multilingual Summarization Corpus. 8051-8067 - Yao Lu, Yue Dong, Laurent Charlin:
Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles. 8068-8074 - Rishi Bommasani, Claire Cardie:
Intrinsic Evaluation of Summarization Datasets. 8075-8096 - Stefan Larson, Anthony Zheng, Anish Mahendran, Rishi Tekriwal, Adrian Cheung, Eric Guldan, Kevin Leach, Jonathan K. Kummerfeld:
Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness. 8097-8106 - Jianpeng Cheng, Devang Agrawal, Héctor Martínez Alonso, Shruti Bhargava, Joris Driesen, Federico Flego, Dain Kaplan, Dimitri Kartsaklis, Lin Li, Dhivya Piraviperumal, Jason D. Williams, Hong Yu, Diarmuid Ó Séaghdha, Anders Johannsen:
Conversational Semantic Parsing for Dialog State Tracking. 8107-8117 - Song Feng, Hui Wan, R. Chulaka Gunasekara, Siva Sankalp Patel, Sachindra Joshi, Luis A. Lastras:
doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset. 8118-8128 - Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni, Julian J. McAuley:
Interview: Large-scale Modeling of Media Dialog with Discourse Patterns and Knowledge Grounding. 8129-8141 - Shirley Anugrah Hayati, Dongyeop Kang, Qingxiaoyang Zhu, Weiyan Shi, Zhou Yu:
INSPIRED: Toward Sociable Recommendation Dialog Systems. 8142-8152 - Pedro Rodriguez, Paul A. Crook, Seungwhan Moon, Zhiguang Wang:
Information Seeking in the Spirit of Learning: A Dataset for Conversational Curiosity. 8153-8172 - Emily Dinan, Angela Fan, Adina Williams, Jack Urbanek, Douwe Kiela, Jason Weston:
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation. 8173-8188 - Xiaoan Ding, Tianyu Liu, Baobao Chang, Zhifang Sui, Kevin Gimpel:
Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference. 8189-8202 - Samuel R. Bowman, Jennimaria Palomaki, Livio Baldini Soares, Emily Pitler:
New Protocols and Negative Results for Textual Entailment Data Collection. 8203-8214 - Xiang Zhou, Yixin Nie, Hao Tan, Mohit Bansal:
The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions. 8215-8228 - Wenpeng Yin, Nazneen Fatema Rajani, Dragomir R. Radev, Richard Socher, Caiming Xiong:
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start. 8229-8239 - Swarnadeep Saha, Yixin Nie, Mohit Bansal:
ConjNLI: Natural Language Inference Over Conjunctive Sentences. 8240-8252 - Emrah Budur, Riza Özçelik, Tunga Gungor, Christopher Potts:
Data and Representation for Turkish Natural Language Inference. 8253-8267 - Maryam Aminian, Mohammad Sadegh Rasooli, Mona T. Diab:
Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies. 8268-8274 - Haokun Liu, William Huang, Dhara A. Mungra, Samuel R. Bowman:
Precise Task Formalization Matters in Winograd Schema Evaluations. 8275-8280 - Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Sebastian Riedel, Tim Rocktäschel:
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training. 8281-8291 - Jiaming Shen, Wenda Qiu, Jingbo Shang, Michelle Vanni, Xiang Ren, Jiawei Han:
SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery. 8292-8307 - Tara Safavi, Danai Koutra, Edgar Meij:
Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction. 8308-8321 - Haopeng Zhang, Jiawei Zhang:
Text Graph Transformer for Document Classification. 8322-8327 - Tara Safavi, Danai Koutra:
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark. 8328-8350 - Dheeraj Mekala, Xinyang Zhang, Jingbo Shang:
META: Metadata-Empowered Weak Supervision for Text Classification. 8351-8361 - Jianfeng He, Xuchao Zhang, Shuo Lei, Zhiqian Chen, Fanglan Chen, Abdulaziz Alhamadani, Bei Xiao, Chang-Tien Lu:
Towards More Accurate Uncertainty Estimation In Text Classification. 8362-8372 - Charuta Pethe, Allen Kim, Steven Skiena:
Chapter Captor: Text Segmentation in Novels. 8373-8383 - Adaku Uchendu, Thai Le, Kai Shu, Dongwon Lee:
Authorship Attribution for Neural Text Generation. 8384-8395 - Bhanu Prakash Reddy Guda, Sasi Bhushan Seelaboyina, Soumya Sarkar, Animesh Mukherjee:
NwQM: A neural quality assessment framework for Wikipedia. 8396-8406 - Irshad Bhat, Talita Anthonio, Michael Roth:
Towards Modeling Revision Requirements in wikiHow Instructions. 8407-8414 - Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah:
Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations. 8415-8426 - Costanza Conforti, Stephanie Hirmer, Dai Morgan, Marco Basaldella, Yau Ben Or:
Natural Language Processing for Achieving Sustainable Development: the Case of Neural Labelling to Enhance Community Profiling. 8427-8444 - Barun Patra, Chala Fufa, Pamela Bhattacharya, Charles Lee:
To Schedule or not to Schedule: Extracting Task Specific Temporal Entities and Associated Negation Constraints. 8445-8455 - Changmao Li, Elaine Fisher, Rebecca Thomas, Steve Pittard, Vicki Hertzberg, Jinho D. Choi:
Competence-Level Prediction and Resume & Job Description Matching Using Context-Aware Transformer Models. 8456-8466 - Simon Flachs, Ophélie Lacroix, Helen Yannakoudakis, Marek Rei, Anders Søgaard:
Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses. 8467-8478 - Kian Kenyon-Dean, Edward Newell, Jackie Chi Kit Cheung:
Deconstructing word embedding algorithms. 8479-8484 - Adam Tsakalidis, Maria Liakata:
Sequential Modelling of the Evolution of Word Representations for Semantic Change Detection. 8485-8497 - Gábor Berend:
Sparsity Makes Sense: Word Sense Disambiguation Using Sparse Contextualized Word Representations. 8498-8508 - Jie Huang, Zilong Wang, Kevin Chang, Wen-Mei Hwu, Jinjun Xiong:
Exploring Semantic Capacity of Terms. 8509-8518 - Shubham Toshniwal, Sam Wiseman, Allyson Ettinger, Karen Livescu, Kevin Gimpel:
Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks. 8519-8526 - Liyan Xu, Jinho D. Choi:
Revealing the Myth of Higher-Order Inference in Coreference Resolution. 8527-8533 - Yuval Varkel, Amir Globerson:
Pre-training Mention Representations in Coreference Models. 8534-8540 - Deren Lei, Gangrong Jiang, Xiaotao Gu, Kexuan Sun, Yuning Mao, Xiang Ren:
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning. 8541-8547 - Hayley Ross, Jonathon Cai, Bonan Min:
Exploring Contextualized Neural Language Models for Temporal Dependency Parsing. 8548-8553 - Patrick Hohenecker, Frank Mtumbuka, Vid Kocijan, Thomas Lukasiewicz:
Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction. 8554-8565 - Rongzhi Zhang, Yue Yu, Chao Zhang:
SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup. 8566-8579 - Marcin Kardas, Piotr Czapla, Pontus Stenetorp, Sebastian Ruder, Sebastian Riedel, Ross Taylor, Robert Stojnic:
AxCell: Automatic Extraction of Results from Machine Learning Papers. 8580-8594 - Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao:
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning. 8595-8604 - Pierre L. Dognin, Igor Melnyk, Inkit Padhi, Cícero Nogueira dos Santos, Payel Das:
DualTKB: A Dual Learning Bridge between Text and Knowledge Base. 8605-8616 - Patrick Xia, João Sedoc, Benjamin Van Durme:
Incremental Neural Coreference Resolution in Constant Memory. 8617-8624 - Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld:
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation. 8625-8634 - Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang:
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation. 8635-8648 - Yizhe Zhang, Guoyin Wang, Chunyuan Li, Zhe Gan, Chris Brockett, Bill Dolan:
POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training. 8649-8670 - Eric Malmi, Aliaksei Severyn, Sascha Rothe:
Unsupervised Text Style Transfer with Padded Masked Language Models. 8671-8680 - Bin Bi, Chenliang Li, Chen Wu, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si:
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation. 8681-8691 - Lei Sha:
Gradient-guided Unsupervised Lexically Constrained Text Generation. 8692-8703 - Sebastian Goodman, Nan Ding, Radu Soricut:
TeaForN: Teacher-Forcing with N-grams. 8704-8717 - Yonatan Bisk, Ari Holtzman, Jesse Thomason, Jacob Andreas, Yoshua Bengio, Joyce Chai, Mirella Lapata, Angeliki Lazaridou, Jonathan May, Aleksandr Nisnevich, Nicolas Pinto, Joseph P. Turian:
Experience Grounds Language. 8718-8735 - Shunyu Yao, Rohan Rao, Matthew J. Hausknecht, Karthik Narasimhan:
Keep CALM and Explore: Language Models for Action Generation in Text-based Games. 8736-8754 - Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan H. Clark, Regina Barzilay:
CapWAP: Image Captioning with a Purpose. 8755-8768 - Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal:
What is More Likely to Happen Next? Video-and-Language Future Event Prediction. 8769-8784 - Jaemin Cho, Jiasen Lu, Dustin Schwenk, Hannaneh Hajishirzi, Aniruddha Kembhavi:
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers. 8785-8805 - Wanrong Zhu, Xin Wang, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang:
Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations. 8806-8811 - Jack Hessel, Zhenhai Zhu, Bo Pang, Radu Soricut:
Beyond Instructional Videos: Probing for More Diverse Visual-Textual Grounding on YouTube. 8812-8822 - Yuwei Fang, Siqi Sun, Zhe Gan, Rohit Pillai, Shuohang Wang, Jingjing Liu:
Hierarchical Graph Network for Multi-hop Question Answering. 8823-8838 - Dirk Groeneveld, Tushar Khot, Mausam, Ashish Sabharwal:
A Simple Yet Strong Pipeline for HotpotQA. 8839-8845 - Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal:
Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning. 8846-8863 - Ethan Perez, Patrick Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela:
Unsupervised Question Decomposition for Question Answering. 8864-8880 - Chen Zheng, Parisa Kordjamshidi:
SRLGRN: Semantic Role Labeling Graph Reasoning Network. 8881-8891 - Tiberiu Sosea, Cornelia Caragea:
CancerEmo: A Dataset for Fine-Grained Emotion Detection. 8892-8904 - Jialu Li, Esin Durmus, Claire Cardie:
Exploring the Role of Argument Structure in Online Debate Persuasion. 8905-8912 - Emily Allaway, Kathleen R. McKeown:
Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations. 8913-8931 - Loitongbam Gyanendro Singh, Anasua Mitra, Sanasam Ranbir Singh:
Sentiment Analysis of Tweets using Heterogeneous Multi-layer Network Representation and Embedding. 8932-8946 - Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. 8947-8956 - Abu Awal Md Shoeb, Gerard de Melo:
EmoTag1200: Understanding the Association between Emojis and Emotions. 8957-8967 - Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
MIME: MIMicking Emotions for Empathetic Response Generation. 8968-8979 - Tao Shen, Yi Mao, Pengcheng He, Guodong Long, Adam Trischler, Weizhu Chen:
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning. 8980-8994 - Ying Luo, Hai Zhao, Junlang Zhan:
Named Entity Recognition Only from Word Embeddings. 8995-9005 - Yu Meng, Yunyi Zhang, Jiaxin Huang, Chenyan Xiong, Heng Ji, Chao Zhang, Jiawei Han:
Text Classification Using Label Names Only: A Language Model Self-Training Approach. 9006-9017 - Xuemeng Hu, Rui Wang, Deyu Zhou, Yuxuan Xiong:
Neural Topic Modeling with Cycle-Consistent Adversarial Training. 9018-9030 - Ruibo Liu, Guangxuan Xu, Chenyan Jia, Weicheng Ma, Lili Wang, Soroush Vosoughi:
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation. 9031-9041 - Rui Xia, Kaizhou Xuan, Jianfei Yu:
A State-independent and Time-evolving Network for Early Rumor Detection in Social Media. 9042-9051 - Colin B. Clement, Dawn Drain, Jonathan Timcheck, Alexey Svyatkovskiy, Neel Sundaresan:
PyMT5: multi-mode translation of natural language and Python code with transformers. 9052-9065 - Siyuan Wang, Zhongyu Wei, Zhihao Fan, Zengfeng Huang, Weijian Sun, Qi Zhang, Xuanjing Huang:
PathQG: Neural Question Generation from Facts. 9066-9075 - Allen Kim, Charuta Pethe, Steven Skiena:
What time is it? Temporal Analysis of Novels. 9076-9086 - Najoung Kim, Tal Linzen:
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation. 9087-9105 - Md Mosharaf Hossain, Venelin Kovatchev, Pranoy Dutta, Tiffany Kao, Elizabeth Wei, Eduardo Blanco:
An Analysis of Natural Language Inference Benchmarks through the Lens of Negation. 9106-9118 - Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li:
On the Sentence Embeddings from Pre-trained Language Models. 9119-9130 - Yixin Nie, Xiang Zhou, Mohit Bansal:
What Can We Learn from Collective Human Opinions on Natural Language Inference Data? 9131-9143 - Jianqiao Li, Chunyuan Li, Guoyin Wang, Hao Fu, Yuh-Chen Lin, Liqun Chen, Yizhe Zhang, Chenyang Tao, Ruiyi Zhang, Wenlin Wang, Dinghan Shen, Qian Yang, Lawrence Carin:
Improving Text Generation with Student-Forcing Optimal Transport. 9144-9156 - Jian Guan, Minlie Huang:
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation. 9157-9166 - Byung-Ju Choi, Jimin Hong, David Keetae Park, Sang Wan Lee:
F\^2-Softmax: Diversifying Neural Text Generation via Frequency Factorized Softmax. 9167-9182 - Zihao Fu, Bei Shi, Wai Lam, Lidong Bing, Zhiyuan Liu:
Partially-Aligned Data-to-Text Generation with Distant Supervision. 9183-9193 - Bodhisattwa Prasad Majumder, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Julian J. McAuley:
Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions. 9194-9206 - Yichi Zhang, Zhijian Ou, Min Hu, Junlan Feng:
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. 9207-9219 - Zibo Lin, Deng Cai, Yan Wang, Xiaojiang Liu, Haitao Zheng, Shuming Shi:
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection. 9220-9229 - Lishan Huang, Zheng Ye, Jinghui Qin, Liang Lin, Xiaodan Liang:
GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue Systems. 9230-9240 - Guangtao Zeng, Wenmian Yang, Zeqian Ju, Yue Yang, Sicheng Wang, Ruisi Zhang, Meng Zhou, Jiaqi Zeng, Xiangyu Dong, Ruoyu Zhang, Hongchao Fang, Penghui Zhu, Shu Chen, Pengtao Xie:
MedDialog: Large-scale Medical Dialogue Datasets. 9241-9250 - Zining Zhu, Frank Rudzicz:
An information theoretic view on selecting linguistic probes. 9251-9262 - Dallas Card, Peter Henderson, Urvashi Khandelwal, Robin Jia, Kyle Mahowald, Dan Jurafsky:
With Little Power Comes Great Responsibility. 9263-9274 - Swabha Swayamdipta, Roy Schwartz, Nicholas Lourie, Yizhong Wang, Hannaneh Hajishirzi, Noah A. Smith, Yejin Choi:
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics. 9275-9293 - Samuel Carton, Anirudh Rathore, Chenhao Tan:
Evaluating and Characterizing Human Rationales. 9294-9307 - Jonathan Pilault, Raymond Li, Sandeep Subramanian, Chris Pal:
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models. 9308-9319 - Yue Dong, Shuohang Wang, Zhe Gan, Yu Cheng, Jackie Chi Kit Cheung, Jingjing Liu:
Multi-Fact Correction in Abstractive Text Summarization. 9320-9331 - Wojciech Kryscinski, Bryan McCann, Caiming Xiong, Richard Socher:
Evaluating the Factual Consistency of Abstractive Text Summarization. 9332-9346 - Manik Bhandari, Pranav Narayan Gour, Atabak Ashfaq, Pengfei Liu, Graham Neubig:
Re-evaluating Evaluation in Text Summarization. 9347-9359 - Mingzhe Li, Xiuying Chen, Shen Gao, Zhangming Chan, Dongyan Zhao, Rui Yan:
VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles. 9360-9369
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