Contrastive Self-Supervised Learning for Commonsense Reasoning (English)
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- New search for: Klein, Tassilo
- New search for: Nabi, Moin
- New search for: Klein, Tassilo
- New search for: Nabi, Moin
In:
The 58th Annual Meeting of the Association for Computational Linguistics - proceedings of the conference
; 7517-7523
;
2020
-
ISBN:
- Conference paper / Electronic Resource
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Title:Contrastive Self-Supervised Learning for Commonsense Reasoning
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Contributors:Klein, Tassilo ( author ) / Nabi, Moin ( author )
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Conference:Association for Computational Linguistics ; 58. ; 2020 ; Online
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Published in:
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Publisher:
- New search for: Association for Computational Linguistics (ACL)
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Place of publication:Stroudsburg, PA
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Publication date:2020
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ISBN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
- New search for: 17.46 / 54.75
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The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Learning to Understand Child-directed and Adult-directed SpeechGelderloos, Lieke / Chrupala, Grzegorz / Alishahi, Afra et al. | 2020
- 7
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Predicting Depression in Screening Interviews from Latent Categorization of Interview PromptsRinaldi, Alex / Fox Tree, Jean / Chaturvedi, Snigdha et al. | 2020
- 19
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Coach: A Coarse-to-Fine Approach for Cross-domain Slot FillingLiu, Zihan / Winata, Genta Indra / Xu, Peng / Fung, Pascale et al. | 2020
- 26
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Designing Precise and Robust Dialogue Response EvaluatorsZhao, Tianyu / Lala, Divesh / Kawahara, Tatsuya et al. | 2020
- 34
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Dialogue State Tracking with Explicit Slot Connection ModelingOuyang, Yawen / Chen, Moxin / Dai, Xinyu / Zhao, Yinggong / Huang, Shujian / Chen, Jiajun et al. | 2020
- 41
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Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-CopyLin, Xiexiong / Jian, Weiyu / He, Jianshan / Wang, Taifeng / Chu, Wei et al. | 2020
- 53
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Guiding Variational Response Generator to Exploit PersonaWu, Bowen / Li, MengYuan / Wang, Zongsheng / Chen, Yifu / Wong, Derek F. / Feng, Qihang / Huang, Junhong / Wang, Baoxun et al. | 2020
- 66
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Large Scale Multi-Actor Generative Dialog ModelingBoyd, Alex / Puri, Raul / Shoeybi, Mohammad / Patwary, Mostofa / Catanzaro, Bryan et al. | 2020
- 85
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PLATO: Pre-trained Dialogue Generation Model with Discrete Latent VariableBao, Siqi / He, Huang / Wang, Fan / Wu, Hua / Wang, Haifeng et al. | 2020
- 97
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Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification NetworkLi, Yangming / Yao, Kaisheng / Qin, Libo / Che, Wanxiang / Li, Xiaolong / Liu, Ting et al. | 2020
- 107
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Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational RepresentationsCoope, Samuel / Farghly, Tyler / Gerz, Daniela / Vulić, Ivan / Henderson, Matthew et al. | 2020
- 122
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Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State TrackingCampagna, Giovanni / Foryciarz, Agata / Moradshahi, Mehrad / Lam, Monica et al. | 2020
- 133
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A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic OracleHung, Shyh-Shiun / Huang, Hen-Hsen / Chen, Hsin-Hsi et al. | 2020
- 139
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A Study of Non-autoregressive Model for Sequence GenerationRen, Yi / Liu, Jinglin / Tan, Xu / Zhao, Zhou / Zhao, Sheng / Liu, Tie-Yan et al. | 2020
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Few-Shot NLG with Pre-Trained Language ModelChen, Zhiyu / Eavani, Harini / Chen, Wenhu / Liu, Yinyin / Wang, William Yang et al. | 2020
- 191
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Fluent Response Generation for Conversational Question AnsweringBaheti, Ashutosh / Ritter, Alan / Small, Kevin et al. | 2020
- 208
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Learning to Ask More: Semi-Autoregressive Sequential Question Generation under Dual-Graph InteractionChai, Zi / Wan, Xiaojun et al. | 2020
- 238
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Neural Syntactic Preordering for Controlled Paraphrase GenerationGoyal, Tanya / Durrett, Greg et al. | 2020
- 253
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- 263
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Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word OrderLiao, Yi / Jiang, Xin / Liu, Qun et al. | 2020
- 275
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- 280
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Review-based Question Generation with Adaptive Instance Transfer and AugmentationYu, Qian / Bing, Lidong / Zhang, Qiong / Lam, Wai / Si, Luo et al. | 2020
- 291
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TAG : Type Auxiliary Guiding for Code Comment GenerationCai, Ruichu / Liang, Zhihao / Xu, Boyan / Li, Zijian / Hao, Yuexing / Chen, Yao et al. | 2020
- 302
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Unsupervised Paraphrasing by Simulated AnnealingLiu, Xianggen / Mou, Lili / Meng, Fandong / Zhou, Hao / Zhou, Jie / Song, Sen et al. | 2020
- 313
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A Joint Model for Document Segmentation and Segment LabelingBarrow, Joe / Jain, Rajiv / Morariu, Vlad / Manjunatha, Varun / Oard, Douglas / Resnik, Philip et al. | 2020
- 323
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Contextualized Weak Supervision for Text ClassificationMekala, Dheeraj / Shang, Jingbo et al. | 2020
- 334
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Every Document Owns Its Structure: Inductive Text Classification via Graph Neural NetworksZhang, Yufeng / Yu, Xueli / Cui, Zeyu / Wu, Shu / Wen, Zhongzhen / Wang, Liang et al. | 2020
- 340
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Neural Topic Modeling with Bidirectional Adversarial TrainingWang, Rui / Hu, Xuemeng / Zhou, Deyu / He, Yulan / Xiong, Yuxuan / Ye, Chenchen / Xu, Haiyang et al. | 2020
- 351
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Text Classification with Negative SupervisionOhashi, Sora / Takayama, Junya / Kajiwara, Tomoyuki / Chu, Chenhui / Arase, Yuki et al. | 2020
- 358
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Content Word Aware Neural Machine TranslationChen, Kehai / Wang, Rui / Utiyama, Masao / Sumita, Eiichiro et al. | 2020
- 365
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Evaluating Explanation Methods for Neural Machine TranslationLi, Jierui / Liu, Lemao / Li, Huayang / Li, Guanlin / Huang, Guoping / Shi, Shuming et al. | 2020
- 376
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Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine TranslationGuo, Junliang / Xu, Linli / Chen, Enhong et al. | 2020
- 386
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Learning Source Phrase Representations for Neural Machine TranslationXu, Hongfei / van Genabith, Josef / Xiong, Deyi / Liu, Qiuhui / Zhang, Jingyi et al. | 2020
- 397
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Lipschitz Constrained Parameter Initialization for Deep TransformersXu, Hongfei / Liu, Qiuhui / van Genabith, Josef / Xiong, Deyi / Zhang, Jingyi et al. | 2020
- 403
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Location Attention for Extrapolation to Longer SequencesDubois, Yann / Dagan, Gautier / Hupkes, Dieuwke / Bruni, Elia et al. | 2020
- 414
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Multiscale Collaborative Deep Models for Neural Machine TranslationWei, Xiangpeng / Yu, Heng / Hu, Yue / Zhang, Yue / Weng, Rongxiang / Luo, Weihua et al. | 2020
- 427
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Norm-Based Curriculum Learning for Neural Machine TranslationLiu, Xuebo / Lai, Houtim / Wong, Derek F. / Chao, Lidia S. et al. | 2020
- 437
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Opportunistic Decoding with Timely Correction for Simultaneous TranslationZheng, Renjie / Ma, Mingbo / Zheng, Baigong / Liu, Kaibo / Huang, Liang et al. | 2020
- 443
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A Formal Hierarchy of RNN ArchitecturesMerrill, William / Weiss, Gail / Goldberg, Yoav / Schwartz, Roy / Smith, Noah A. / Yahav, Eran et al. | 2020
- 460
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A Three-Parameter Rank-Frequency Relation in Natural LanguagesDing, Chenchen / Utiyama, Masao / Sumita, Eiichiro et al. | 2020
- 465
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Dice Loss for Data-imbalanced NLP TasksLi, Xiaoya / Sun, Xiaofei / Meng, Yuxian / Liang, Junjun / Wu, Fei / Li, Jiwei et al. | 2020
- 477
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Emergence of Syntax Needs Minimal SupervisionBailly, Raphaël / Gábor, Kata et al. | 2020
- 488
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Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in JapaneseKuribayashi, Tatsuki / Ito, Takumi / Suzuki, Jun / Inui, Kentaro et al. | 2020
- 505
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GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social MediaLu, Yi-Ju / Li, Cheng-Te et al. | 2020
- 515
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Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy DetectionZhong, Lei / Cao, Juan / Sheng, Qiang / Guo, Junbo / Wang, Ziang et al. | 2020
- 527
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Predicting the Topical Stance and Political Leaning of Media using TweetsStefanov, Peter / Darwish, Kareem / Atanasov, Atanas / Nakov, Preslav et al. | 2020
- 538
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Simple, Interpretable and Stable Method for Detecting Words with Usage Change across CorporaGonen, Hila / Jawahar, Ganesh / Seddah, Djamé / Goldberg, Yoav et al. | 2020
- 556
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CDL: Curriculum Dual Learning for Emotion-Controllable Response GenerationShen, Lei / Feng, Yang et al. | 2020
- 567
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Efficient Dialogue State Tracking by Selectively Overwriting MemoryKim, Sungdong / Yang, Sohee / Kim, Gyuwan / Lee, Sang-Woo et al. | 2020
- 583
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End-to-End Neural Pipeline for Goal-Oriented Dialogue Systems using GPT-2Ham, Donghoon / Lee, Jeong-Gwan / Jang, Youngsoo / Kim, Kee-Eung et al. | 2020
- 593
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Evaluating Dialogue Generation Systems via Response SelectionSato, Shiki / Akama, Reina / Ouchi, Hiroki / Suzuki, Jun / Inui, Kentaro et al. | 2020
- 600
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Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response DetectionZha, Yefei / Li, Ruobing / Lin, Hui et al. | 2020
- 609
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Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System DeploymentDai, Yinpei / Li, Hangyu / Tang, Chengguang / Li, Yongbin / Sun, Jian / Zhu, Xiaodan et al. | 2020
- 619
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Learning to Tag OOV Tokens by Integrating Contextual Representation and Background KnowledgeHe, Keqing / Yan, Yuanmeng / Xu, Weiran et al. | 2020
- 625
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Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward DecompositionTakanobu, Ryuichi / Liang, Runze / Huang, Minlie et al. | 2020
- 639
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Paraphrase Augmented Task-Oriented Dialog GenerationGao, Silin / Zhang, Yichi / Ou, Zhijian / Yu, Zhou et al. | 2020
- 650
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Response-Anticipated Memory for On-Demand Knowledge Integration in Response GenerationTian, Zhiliang / Bi, Wei / Lee, Dongkyu / Xue, Lanqing / Song, Yiping / Liu, Xiaojiang / Zhang, Nevin L. et al. | 2020
- 660
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Semi-Supervised Dialogue Policy Learning via Stochastic Reward EstimationHuang, Xinting / Qi, Jianzhong / Sun, Yu / Zhang, Rui et al. | 2020
- 671
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Towards Unsupervised Language Understanding and Generation by Joint Dual LearningSu, Shang-Yu / Huang, Chao-Wei / Chen, Yun-Nung et al. | 2020
- 681
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USR: An Unsupervised and Reference Free Evaluation Metric for Dialog GenerationMehri, Shikib / Eskenazi, Maxine et al. | 2020
- 708
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Explicit Semantic Decomposition for Definition GenerationLi, Jiahuan / Bao, Yu / Huang, Shujian / Dai, Xinyu / Chen, Jiajun et al. | 2020
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Improved Natural Language Generation via Loss TruncationKang, Daniel / Hashimoto, Tatsunori B. et al. | 2020
- 732
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Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention NetworksZhao, Yanbin / Chen, Lu / Chen, Zhi / Cao, Ruisheng / Zhu, Su / Yu, Kai et al. | 2020
- 742
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Rigid Formats Controlled Text GenerationLi, Piji / Zhang, Haisong / Liu, Xiaojiang / Shi, Shuming et al. | 2020
- 752
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Syn-QG: Syntactic and Shallow Semantic Rules for Question GenerationDhole, Kaustubh / Manning, Christopher D. et al. | 2020
- 766
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An Online Semantic-enhanced Dirichlet Model for Short Text Stream ClusteringKumar, Jay / Shao, Junming / Uddin, Salah / Ali, Wazir et al. | 2020
- 777
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Generative Semantic Hashing Enhanced via Boltzmann MachinesZheng, Lin / Su, Qinliang / Shen, Dinghan / Chen, Changyou et al. | 2020
- 789
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Interactive Construction of User-Centric Dictionary for Text AnalyticsKohita, Ryosuke / Yoshida, Issei / Kanayama, Hiroshi / Nasukawa, Tetsuya et al. | 2020
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Tree-Structured Neural Topic ModelIsonuma, Masaru / Mori, Junichiro / Bollegala, Danushka / Sakata, Ichiro et al. | 2020
- 807
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Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNsChen, Jun / Dai, Xiaoya / Yuan, Quan / Lu, Chao / Huang, Haifeng et al. | 2020
- 3154
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Analyzing the Persuasive Effect of Style in News Editorial ArgumentationEl Baff, Roxanne / Wachsmuth, Henning / Al Khatib, Khalid / Stein, Benno et al. | 2020
- 3161
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ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and PredictionDing, Zixiang / Xia, Rui / Yu, Jianfei et al. | 2020
- 3171
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Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair ExtractionWei, Penghui / Zhao, Jiahao / Mao, Wenji et al. | 2020
- 3182
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Embarrassingly Simple Unsupervised Aspect ExtractionTulkens, Stéphan / van Cranenburgh, Andreas et al. | 2020
- 3188
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Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion KnowledgeZhang, Bowen / Yang, Min / Li, Xutao / Ye, Yunming / Xu, Xiaofei / Dai, Kuai et al. | 2020
- 3198
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KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment AnalysisGhosal, Deepanway / Hazarika, Devamanyu / Roy, Abhinaba / Majumder, Navonil / Mihalcea, Rada / Poria, Soujanya et al. | 2020
- 3211
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Modelling Context and Syntactical Features for Aspect-based Sentiment AnalysisPhan, Minh Hieu / Ogunbona, Philip O. et al. | 2020
- 3221
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Parallel Data Augmentation for Formality Style TransferZhang, Yi / Ge, Tao / Sun, Xu et al. | 2020
- 3229
-
Relational Graph Attention Network for Aspect-based Sentiment AnalysisWang, Kai / Shen, Weizhou / Yang, Yunyi / Quan, Xiaojun / Wang, Rui et al. | 2020
- 3239
-
SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms ExtractionZhao, He / Huang, Longtao / Zhang, Rong / Lu, Quan / Xue, Hui et al. | 2020
- 3249
-
Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional NetworksZhang, Bo / Zhang, Yue / Wang, Rui / Li, Zhenghua / Zhang, Min et al. | 2020
- 3259
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Towards Better Non-Tree Argument Mining: Proposition-Level Biaffine Parsing with Task-Specific ParameterizationMorio, Gaku / Ozaki, Hiroaki / Morishita, Terufumi / Koreeda, Yuta / Yanai, Kohsuke et al. | 2020
- 3267
-
A Span-based Linearization for Constituent TreesWei, Yang / Wu, Yuanbin / Lan, Man et al. | 2020
- 3278
-
An Empirical Comparison of Unsupervised Constituency Parsing MethodsLi, Jun / Cao, Yifan / Cai, Jiong / Jiang, Yong / Tu, Kewei et al. | 2020
- 3284
-
Efficient Constituency Parsing by PointingNguyen, Thanh-Tung / Nguyen, Xuan-Phi / Joty, Shafiq / Li, Xiaoli et al. | 2020
- 3295
-
Efficient Second-Order TreeCRF for Neural Dependency ParsingZhang, Yu / Li, Zhenghua / Zhang, Min et al. | 2020
- 3306
-
Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMsLepori, Michael / Linzen, Tal / McCoy, R. Thomas et al. | 2020
- 3317
-
Structure-Level Knowledge Distillation For Multilingual Sequence LabelingWang, Xinyu / Jiang, Yong / Bach, Nguyen / Wang, Tao / Huang, Fei / Tu, Kewei et al. | 2020
- 3331
-
Dynamic Online Conversation RecommendationZeng, Xingshan / Li, Jing / Wang, Lu / Mao, Zhiming / Wong, Kam-Fai et al. | 2020
- 3342
-
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal TransformerYu, Jianfei / Jiang, Jing / Yang, Li / Xia, Rui et al. | 2020
- 3353
-
Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio OptimizationDu, Xin / Tanaka-Ishii, Kumiko et al. | 2020
- 3364
-
What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media ContextBaly, Ramy / Karadzhov, Georgi / An, Jisun / Kwak, Haewoon / Dinkov, Yoan / Ali, Ahmed / Glass, James / Nakov, Preslav et al. | 2020
- 3375
-
An Analysis of the Utility of Explicit Negative Examples to Improve the Syntactic Abilities of Neural Language ModelsNoji, Hiroshi / Takamura, Hiroya et al. | 2020
- 3386
-
On the Robustness of Language Encoders against Grammatical ErrorsYin, Fan / Long, Quanyu / Meng, Tao / Chang, Kai-Wei et al. | 2020
- 3404
-
Roles and Utilization of Attention Heads in Transformer-based Neural Language ModelsJo, Jae-young / Myaeng, Sung-Hyon et al. | 2020
- 3418
-
Understanding Attention for Text ClassificationSun, Xiaobing / Lu, Wei et al. | 2020
- 3429
-
A Relational Memory-based Embedding Model for Triple Classification and Search PersonalizationNguyen, Dai Quoc / Nguyen, Tu / Phung, Dinh et al. | 2020
- 3436
-
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo MethodsMiao, Ning / Song, Yuxuan / Zhou, Hao / Li, Lei et al. | 2020
- 3442
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Enhancing Pre-trained Chinese Character Representation with Word-aligned AttentionLi, Yanzeng / Yu, Bowen / Mengge, Xue / Liu, Tingwen et al. | 2020
- 3449
-
On the Encoder-Decoder Incompatibility in Variational Text Modeling and BeyondWu, Chen / Wang, Prince Zizhuang / Wang, William Yang et al. | 2020
- 3465
-
SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word SubstitutionsYe, Mao / Gong, Chengyue / Liu, Qiang et al. | 2020
- 3476
-
A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon InductionRen, Shuo / Liu, Shujie / Zhou, Ming / Ma, Shuai et al. | 2020
- 3486
-
A Reinforced Generation of Adversarial Examples for Neural Machine TranslationZou, Wei / Huang, Shujian / Xie, Jun / Dai, Xinyu / Chen, Jiajun et al. | 2020
- 3498
-
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine TranslationRen, Shuo / Wu, Yu / Liu, Shujie / Zhou, Ming / Ma, Shuai et al. | 2020
- 3505
-
A Simple and Effective Unified Encoder for Document-Level Machine TranslationMa, Shuming / Zhang, Dongdong / Zhou, Ming et al. | 2020
- 3512
-
Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine TranslationLi, Bei / Liu, Hui / Wang, Ziyang / Jiang, Yufan / Xiao, Tong / Zhu, Jingbo / Liu, Tongran / Li, Changliang et al. | 2020
- 3519
-
Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction ChangeXu, Hongfei / van Genabith, Josef / Xiong, Deyi / Liu, Qiuhui et al. | 2020
- 3525
-
Knowledge Distillation for Multilingual Unsupervised Neural Machine TranslationSun, Haipeng / Wang, Rui / Chen, Kehai / Utiyama, Masao / Sumita, Eiichiro / Zhao, Tiejun et al. | 2020
- 3536
-
Lexically Constrained Neural Machine Translation with Levenshtein TransformerSusanto, Raymond Hendy / Chollampatt, Shamil / Tan, Liling et al. | 2020
- 3544
-
On Exposure Bias, Hallucination and Domain Shift in Neural Machine TranslationWang, Chaojun / Sennrich, Rico et al. | 2020
- 3553
-
Automatic Machine Translation Evaluation using Source Language Inputs and Cross-lingual Language ModelTakahashi, Kosuke / Sudoh, Katsuhito / Nakamura, Satoshi et al. | 2020
- 3559
-
ChartDialogs: Plotting from Natural Language InstructionsShao, Yutong / Nakashole, Ndapa et al. | 2020
- 3575
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GLUECoS: An Evaluation Benchmark for Code-Switched NLPKhanuja, Simran / Dandapat, Sandipan / Srinivasan, Anirudh / Sitaram, Sunayana / Choudhury, Monojit et al. | 2020
- 3586
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MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and SummarizationXu, Canwen / Pei, Jiaxin / Wu, Hongtao / Liu, Yiyu / Li, Chenliang et al. | 2020
- 3597
-
MIND: A Large-scale Dataset for News RecommendationWu, Fangzhao / Qiao, Ying / Chen, Jiun-Hung / Wu, Chuhan / Qi, Tao / Lian, Jianxun / Liu, Danyang / Xie, Xing / Gao, Jianfeng / Wu, Winnie et al. | 2020
- 3607
-
That is a Known Lie: Detecting Previously Fact-Checked ClaimsShaar, Shaden / Babulkov, Nikolay / Da San Martino, Giovanni / Nakov, Preslav et al. | 2020
- 3619
-
Towards Holistic and Automatic Evaluation of Open-Domain Dialogue GenerationPang, Bo / Nijkamp, Erik / Han, Wenjuan / Zhou, Linqi / Liu, Yixian / Tu, Kewei et al. | 2020
- 3630
-
BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy DetectionWang, Chengyu / He, Xiaofeng et al. | 2020
- 3641
-
Biomedical Entity Representations with Synonym MarginalizationSung, Mujeen / Jeon, Hwisang / Lee, Jinhyuk / Kang, Jaewoo et al. | 2020
- 3651
-
Hypernymy Detection for Low-Resource Languages via Meta LearningYu, Changlong / Han, Jialong / Zhang, Haisong / Ng, Wilfred et al. | 2020
- 3657
-
Investigating Word-Class Distributions in Word Vector SpacesSasano, Ryohei / Korhonen, Anna et al. | 2020
- 3667
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Aspect Sentiment Classification with Document-level Sentiment Preference ModelingChen, Xiao / Sun, Changlong / Wang, Jingjing / Li, Shoushan / Si, Luo / Zhang, Min / Zhou, Guodong et al. | 2020
- 3678
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Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect ExtractionWei, Zhenkai / Hong, Yu / Zou, Bowei / Cheng, Meng / Yao, Jianmin et al. | 2020
- 3685
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Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment AnalysisChen, Zhuang / Qian, Tieyun et al. | 2020
- 3695
-
SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment SemanticsYin, Da / Meng, Tao / Chang, Kai-Wei et al. | 2020
- 3707
-
Transition-based Directed Graph Construction for Emotion-Cause Pair ExtractionFan, Chuang / Yuan, Chaofa / Du, Jiachen / Gui, Lin / Yang, Min / Xu, Ruifeng et al. | 2020
- 3718
-
CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of ModalityYu, Wenmeng / Xu, Hua / Meng, Fanyang / Zhu, Yilin / Ma, Yixiao / Wu, Jiele / Zou, Jiyun / Yang, Kaicheng et al. | 2020
- 3728
-
Curriculum Pre-training for End-to-End Speech TranslationWang, Chengyi / Wu, Yu / Liu, Shujie / Zhou, Ming / Yang, Zhenglu et al. | 2020
- 3739
-
How Accents Confound: Probing for Accent Information in End-to-End Speech Recognition SystemsPrasad, Archiki / Jyothi, Preethi et al. | 2020
- 3754
-
Improving Disfluency Detection by Self-Training a Self-Attentive ModelJamshid Lou, Paria / Johnson, Mark et al. | 2020
- 3764
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Learning Spoken Language Representations with Neural Lattice Language ModelingHuang, Chao-Wei / Chen, Yun-Nung et al. | 2020
- 3770
-
Meta-Transfer Learning for Code-Switched Speech RecognitionWinata, Genta Indra / Cahyawijaya, Samuel / Lin, Zhaojiang / Liu, Zihan / Xu, Peng / Fung, Pascale et al. | 2020
- 3777
-
Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic AssociationXu, Nan / Zeng, Zhixiong / Mao, Wenji et al. | 2020
- 3787
-
SimulSpeech: End-to-End Simultaneous Speech to Text TranslationRen, Yi / Liu, Jinglin / Tan, Xu / Zhang, Chen / Qin, Tao / Zhao, Zhou / Liu, Tie-Yan et al. | 2020
- 3797
-
Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversationsSingla, Karan / Chen, Zhuohao / Atkins, David / Narayanan, Shrikanth et al. | 2020
- 3804
-
Neural Temporal Opinion Modelling for Opinion Prediction on TwitterZhu, Lixing / He, Yulan / Zhou, Deyu et al. | 2020
- 3811
-
It Takes Two to Lie: One to Lie, and One to ListenPeskov, Denis / Cheng, Benny / Elgohary, Ahmed / Barrow, Joe / Danescu-Niculescu-Mizil, Cristian / Boyd-Graber, Jordan et al. | 2020
- 3855
-
Learning Implicit Text Generation via Feature MatchingPadhi, Inkit / Dognin, Pierre / Bai, Ke / Nogueira dos Santos, Cícero / Chenthamarakshan, Vijil / Mroueh, Youssef / Das, Payel et al. | 2020
- 3864
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Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured DataShahidi, Hamidreza / Li, Ming / Lin, Jimmy et al. | 2020
- 3871
-
Bayesian Hierarchical Words Representation LearningBarkan, Oren / Rejwan, Idan / Caciularu, Avi / Koenigstein, Noam et al. | 2020
- 3878
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Pre-training Is (Almost) All You Need: An Application to Commonsense ReasoningTamborrino, Alexandre / Pellicanò, Nicola / Pannier, Baptiste / Voitot, Pascal / Naudin, Louise et al. | 2020
- 3888
-
SEEK: Segmented Embedding of Knowledge GraphsXu, Wentao / Zheng, Shun / He, Liang / Shao, Bin / Yin, Jian / Liu, Tie-Yan et al. | 2020
- 3898
-
Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine TranslationSoto, Xabier / Shterionov, Dimitar / Poncelas, Alberto / Way, Andy et al. | 2020
- 3909
-
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer ArchitectureBrix, Christopher / Bahar, Parnia / Ney, Hermann et al. | 2020
- 3916
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A Self-Training Method for Machine Reading Comprehension with Soft Evidence ExtractionNiu, Yilin / Jiao, Fangkai / Zhou, Mantong / Yao, Ting / Xu, Jingfang / Huang, Minlie et al. | 2020
- 3928
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Graph-to-Tree Learning for Solving Math Word ProblemsZhang, Jipeng / Wang, Lei / Lee, Roy Ka-Wei / Bin, Yi / Wang, Yan / Shao, Jie / Lim, Ee-Peng et al. | 2020
- 3938
-
An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental ResultsAmigo, Enrique / Gonzalo, Julio / Mizzaro, Stefano / Carrillo-de-Albornoz, Jorge et al. | 2020
- 3950
-
Adaptive Compression of Word EmbeddingsKim, Yeachan / Kim, Kang-Min / Lee, SangKeun et al. | 2020
- 3960
-
Analysing Lexical Semantic Change with Contextualised Word RepresentationsGiulianelli, Mario / Del Tredici, Marco / Fernández, Raquel et al. | 2020
- 3974
-
Autoencoding Keyword Correlation Graph for Document ClusteringChiu, Billy / Sahu, Sunil Kumar / Thomas, Derek / Sengupta, Neha / Mahdy, Mohammady et al. | 2020
- 3982
-
Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional SemanticsEmerson, Guy et al. | 2020
- 3996
-
BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model PerformanceSchick, Timo / Schütze, Hinrich et al. | 2020
- 4008
-
CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple LanguagesPasini, Tommaso / Scozzafava, Federico / Scarlini, Bianca et al. | 2020
- 4019
-
Adversarial and Domain-Aware BERT for Cross-Domain Sentiment AnalysisDu, Chunning / Sun, Haifeng / Wang, Jingyu / Qi, Qi / Liao, Jianxin et al. | 2020
- 4029
-
From Arguments to Key Points: Towards Automatic Argument SummarizationBar-Haim, Roy / Eden, Lilach / Friedman, Roni / Kantor, Yoav / Lahav, Dan / Slonim, Noam et al. | 2020
- 4040
-
GoEmotions: A Dataset of Fine-Grained EmotionsDemszky, Dorottya / Movshovitz-Attias, Dana / Ko, Jeongwoo / Cowen, Alan / Nemade, Gaurav / Ravi, Sujith et al. | 2020
- 4055
-
He said "who's gonna take care of your children when you are at ACL?": Reported Sexist Acts are Not SexistChiril, Patricia / Moriceau, Véronique / Benamara, Farah / Mari, Alda / Origgi, Gloria / Coulomb-Gully, Marlène et al. | 2020
- 4067
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SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment AnalysisTian, Hao / Gao, Can / Xiao, Xinyan / Liu, Hao / He, Bolei / Wu, Hua / Wang, Haifeng / Wu, Feng et al. | 2020
- 4077
-
Do Neural Language Models Show Preferences for Syntactic Formalisms?Kulmizev, Artur / Ravishankar, Vinit / Abdou, Mostafa / Nivre, Joakim et al. | 2020
- 4092
-
Enriched In-Order Linearization for Faster Sequence-to-Sequence Constituent ParsingFernández-González, Daniel / Gómez-Rodríguez, Carlos et al. | 2020
- 4100
-
Exact yet Efficient Graph Parsing, Bi-directional Locality and the Constructivist HypothesisYe, Yajie / Sun, Weiwei et al. | 2020
- 4111
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Max-Margin Incremental CCG ParsingStanojević, Miloš / Steedman, Mark et al. | 2020
- 4123
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Neural reranking for dependency parsing : an evaluationDo, Bich-Ngoc / Rehbein, Ines et al. | 2020
- 4134
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Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance WeightingZhang, Guanhua / Bai, Bing / Zhang, Junqi / Bai, Kun / Zhu, Conghui / Zhao, Tiejun et al. | 2020
- 4146
-
Analyzing analytical methods: The case of phonology in neural models of spoken languageChrupala, Grzegorz / Higy, Bertrand / Alishahi, Afra et al. | 2020
- 4157
-
Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language ExplanationsCamburu, Oana-Maria / Shillingford, Brendan / Minervini, Pasquale / Lukasiewicz, Thomas / Blunsom, Phil et al. | 2020
- 4166
-
Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERTWu, Zhiyong / Chen, Yun / Kao, Ben / Liu, Qun et al. | 2020
- 4177
-
Probing for Referential Information in Language ModelsSorodoc, Ionut-Teodor / Gulordava, Kristina / Boleda, Gemma et al. | 2020
- 4190
-
Quantifying Attention Flow in TransformersAbnar, Samira / Zuidema, Willem et al. | 2020
- 4198
-
Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Jacovi, Alon / Goldberg, Yoav et al. | 2020
- 4206
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Towards Transparent and Explainable Attention ModelsMohankumar, Akash Kumar / Nema, Preksha / Narasimhan, Sharan / Khapra, Mitesh M. / Srinivasan, Balaji Vasan / Ravindran, Balaraman et al. | 2020
- 4217
-
Tchebycheff Procedure for Multi-task Text ClassificationMao, Yuren / Yun, Shuang / Liu, Weiwei / Du, Bo et al. | 2020
- 4227
-
Modeling Word Formation in English-German Neural Machine TranslationWeller-Di Marco, Marion / Fraser, Alexander et al. | 2020
- 4233
-
Empowering Active Learning to Jointly Optimize System and User DemandsLee, Ji-Ung / Meyer, Christian M. / Gurevych, Iryna et al. | 2020
- 4248
-
Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error CorrectionKaneko, Masahiro / Mita, Masato / Kiyono, Shun / Suzuki, Jun / Inui, Kentaro et al. | 2020
- 4255
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Graph Neural News Recommendation with Unsupervised Preference DisentanglementHu, Linmei / Xu, Siyong / Li, Chen / Yang, Cheng / Shi, Chuan / Duan, Nan / Xie, Xing / Zhou, Ming et al. | 2020
- 4265
-
Identifying Principals and Accessories in a Complex Case based on the Comprehension of Fact DescriptionHu, Yakun / Luo, Zhunchen / Chao, Wenhan et al. | 2020
- 4270
-
Joint Modelling of Emotion and Abusive Language DetectionRajamanickam, Santhosh / Mishra, Pushkar / Yannakoudakis, Helen / Shutova, Ekaterina et al. | 2020
- 4280
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Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language UnderstandingWeigelt, Sebastian / Steurer, Vanessa / Hey, Tobias / Tichy, Walter F. et al. | 2020
- 4296
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Toxicity Detection: Does Context Really Matter?Pavlopoulos, John / Sorensen, Jeffrey / Dixon, Lucas / Thain, Nithum / Androutsopoulos, Ion et al. | 2020
- 4306
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AMR Parsing with Latent Structural InformationZhou, Qiji / Zhang, Yue / Ji, Donghong / Tang, Hao et al. | 2020
- 4320
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TaPas: Weakly Supervised Table Parsing via Pre-trainingHerzig, Jonathan / Nowak, Pawel Krzysztof / Müller, Thomas / Piccinno, Francesco / Eisenschlos, Julian et al. | 2020
- 4334
-
Target Inference in Argument Conclusion GenerationAlshomary, Milad / Syed, Shahbaz / Potthast, Martin / Wachsmuth, Henning et al. | 2020
- 4346
-
Multimodal Transformer for Multimodal Machine TranslationYao, Shaowei / Wan, Xiaojun et al. | 2020
- 4351
-
Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion AnalysisChauhan, Dushyant Singh / S R, Dhanush / Ekbal, Asif / Bhattacharyya, Pushpak et al. | 2020
- 4361
-
Towards Emotion-aided Multi-modal Dialogue Act ClassificationSaha, Tulika / Patra, Aditya / Saha, Sriparna / Bhattacharyya, Pushpak et al. | 2020
- 4373
-
Analyzing Political Parody in Social MediaMaronikolakis, Antonis / Sánchez Villegas, Danae / Preotiuc-Pietro, Daniel / Aletras, Nikolaos et al. | 2020
- 4385
-
Masking Actor Information Leads to Fairer Political Claims DetectionDayanik, Erenay / Padó, Sebastian et al. | 2020
- 4392
-
When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People?Joseph, Kenneth / Morgan, Jonathan et al. | 2020
- 4416
-
"Who said it, and Why?" Provenance for Natural Language ClaimsZhang, Yi / Ives, Zachary / Roth, Dan et al. | 2020
- 4427
-
Compositionality and Generalization In Emergent LanguagesChaabouni, Rahma / Kharitonov, Eugene / Bouchacourt, Diane / Dupoux, Emmanuel / Baroni, Marco et al. | 2020
- 4443
-
ERASER: A Benchmark to Evaluate Rationalized NLP ModelsDeYoung, Jay / Jain, Sarthak / Rajani, Nazneen Fatema / Lehman, Eric / Xiong, Caiming / Socher, Richard / Wallace, Byron C. et al. | 2020
- 4459
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Learning to Faithfully Rationalize by ConstructionJain, Sarthak / Wiegreffe, Sarah / Pinter, Yuval / Wallace, Byron C. et al. | 2020
- 4474
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Clinical Reading Comprehension: A Thorough Analysis of the emrQA DatasetYue, Xiang / Jimenez Gutierrez, Bernal / Sun, Huan et al. | 2020
- 4487
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DeFormer: Decomposing Pre-trained Transformers for Faster Question AnsweringCao, Qingqing / Trivedi, Harsh / Balasubramanian, Aruna / Balasubramanian, Niranjan et al. | 2020
- 4498
-
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsSaxena, Apoorv / Tripathi, Aditay / Talukdar, Partha et al. | 2020
- 4508
-
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question AnsweringFabbri, Alexander / Ng, Patrick / Wang, Zhiguo / Nallapati, Ramesh / Xiang, Bing et al. | 2020
- 4514
-
Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question AnsweringYadav, Vikas / Bethard, Steven / Surdeanu, Mihai et al. | 2020
- 4526
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A Corpus for Large-Scale Phonetic TypologySalesky, Elizabeth / Chodroff, Eleanor / Pimentel, Tiago / Wiesner, Matthew / Cotterell, Ryan / Black, Alan W / Eisner, Jason et al. | 2020
- 4547
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Dscorer: A Fast Evaluation Metric for Discourse Representation Structure ParsingLiu, Jiangming / Cohen, Shay B. / Lapata, Mirella et al. | 2020
- 4555
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ParaCrawl: Web-Scale Acquisition of Parallel CorporaBañón, Marta / Chen, Pinzhen / Haddow, Barry / Heafield, Kenneth / Hoang, Hieu / Esplà-Gomis, Miquel / Forcada, Mikel L. / Kamran, Amir / Kirefu, Faheem / Koehn, Philipp et al. | 2020
- 4568
-
Toward Gender-Inclusive Coreference ResolutionCao, Yang Trista / Daumé III, Hal et al. | 2020
- 4596
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Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?Sen, Cansu / Hartvigsen, Thomas / Yin, Biao / Kong, Xiangnan / Rundensteiner, Elke et al. | 2020
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Information-Theoretic Probing for Linguistic StructurePimentel, Tiago / Valvoda, Josef / Maudslay, Rowan Hall / Zmigrod, Ran / Williams, Adina / Cotterell, Ryan et al. | 2020
- 4623
-
On the Cross-lingual Transferability of Monolingual RepresentationsArtetxe, Mikel / Ruder, Sebastian / Yogatama, Dani et al. | 2020
- 4638
-
Similarity Analysis of Contextual Word Representation ModelsWu, John / Belinkov, Yonatan / Sajjad, Hassan / Durrani, Nadir / Dalvi, Fahim / Glass, James et al. | 2020
- 4656
-
SenseBERT: Driving Some Sense into BERTLevine, Yoav / Lenz, Barak / Dagan, Or / Ram, Ori / Padnos, Dan / Sharir, Or / Shalev-Shwartz, Shai / Shashua, Amnon / Shoham, Yoav et al. | 2020
- 4668
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ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsAlva-Manchego, Fernando / Martin, Louis / Bordes, Antoine / Scarton, Carolina / Sagot, Benoît / Specia, Lucia et al. | 2020
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Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non-Concrete ConceptsCalabrese, Agostina / Bevilacqua, Michele / Navigli, Roberto et al. | 2020
- 4687
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Modeling Label Semantics for Predicting Emotional ReactionsGaonkar, Radhika / Kwon, Heeyoung / Bastan, Mohaddeseh / Balasubramanian, Niranjan / Chambers, Nathanael et al. | 2020
- 4693
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CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World AssistantSrinet, Kavya / Jernite, Yacine / Gray, Jonathan / Szlam, Arthur et al. | 2020
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Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood TrainingLi, Margaret / Roller, Stephen / Kulikov, Ilia / Welleck, Sean / Boureau, Y-Lan / Cho, Kyunghyun / Weston, Jason et al. | 2020
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How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scopeZhao, Yiyun / Bethard, Steven et al. | 2020
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Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language ModelsLu, Kaiji / Mardziel, Piotr / Leino, Klas / Fredrikson, Matt / Datta, Anupam et al. | 2020
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Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsBommasani, Rishi / Davis, Kelly / Cardie, Claire et al. | 2020
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Learning to Deceive with Attention-Based ExplanationsPruthi, Danish / Gupta, Mansi / Dhingra, Bhuwan / Neubig, Graham / Lipton, Zachary C. et al. | 2020
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On the Spontaneous Emergence of Discrete and Compositional SignalsGeffen Lan, Nur / Chemla, Emmanuel / Steinert-Threlkeld, Shane et al. | 2020
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Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding WordsKlafka, Josef / Ettinger, Allyson et al. | 2020
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Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQAKim, Hyounghun / Tang, Zineng / Bansal, Mohit et al. | 2020
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Shaping Visual Representations with Language for Few-Shot ClassificationMu, Jesse / Liang, Percy / Goodman, Noah et al. | 2020
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Discrete Latent Variable Representations for Low-Resource Text ClassificationJin, Shuning / Wiseman, Sam / Stratos, Karl / Livescu, Karen et al. | 2020
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Learning Constraints for Structured Prediction Using Rectifier NetworksPan, Xingyuan / Mehta, Maitrey / Srikumar, Vivek et al. | 2020
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Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language ModelsIter, Dan / Guu, Kelvin / Lansing, Larry / Jurafsky, Dan et al. | 2020
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A Recipe for Creating Multimodal Aligned Datasets for Sequential TasksLin, Angela / Rao, Sudha / Celikyilmaz, Asli / Nouri, Elnaz / Brockett, Chris / Dey, Debadeepta / Dolan, Bill et al. | 2020
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Adversarial NLI: A New Benchmark for Natural Language UnderstandingNie, Yixin / Williams, Adina / Dinan, Emily / Bansal, Mohit / Weston, Jason / Kiela, Douwe et al. | 2020
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Beyond Accuracy: Behavioral Testing of NLP Models with CheckListRibeiro, Marco Tulio / Wu, Tongshuang / Guestrin, Carlos / Singh, Sameer et al. | 2020
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Code and Named Entity Recognition in StackOverflowTabassum, Jeniya / Maddela, Mounica / Xu, Wei / Ritter, Alan et al. | 2020
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Dialogue-Based Relation ExtractionYu, Dian / Sun, Kai / Cardie, Claire / Yu, Dong et al. | 2020
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Facet-Aware Evaluation for Extractive SummarizationMao, Yuning / Liu, Liyuan / Zhu, Qi / Ren, Xiang / Han, Jiawei et al. | 2020
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More Diverse Dialogue Datasets via Diversity-Informed Data CollectionStasaski, Katherine / Yang, Grace Hui / Hearst, Marti A. et al. | 2020
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S2ORC: The Semantic Scholar Open Research CorpusLo, Kyle / Wang, Lucy Lu / Neumann, Mark / Kinney, Rodney / Weld, Daniel et al. | 2020
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Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation MetricsMathur, Nitika / Baldwin, Timothy / Cohn, Trevor et al. | 2020
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A Transformer-based Approach for Source Code SummarizationAhmad, Wasi / Chakraborty, Saikat / Ray, Baishakhi / Chang, Kai-Wei et al. | 2020
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Asking and Answering Questions to Evaluate the Factual Consistency of SummariesWang, Alex / Cho, Kyunghyun / Lewis, Mike et al. | 2020
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Discourse-Aware Neural Extractive Text SummarizationXu, Jiacheng / Gan, Zhe / Cheng, Yu / Liu, Jingjing et al. | 2020
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Discrete Optimization for Unsupervised Sentence Summarization with Word-Level ExtractionSchumann, Raphael / Mou, Lili / Lu, Yao / Vechtomova, Olga / Markert, Katja et al. | 2020
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Exploring Content Selection in Summarization of Novel ChaptersLadhak, Faisal / Li, Bryan / Al-Onaizan, Yaser / McKeown, Kathleen et al. | 2020
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FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationDurmus, Esin / He, He / Diab, Mona et al. | 2020
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Fact-based Content Weighting for Evaluating Abstractive SummarisationXu, Xinnuo / Dušek, Ondřej / Li, Jingyi / Rieser, Verena / Konstas, Ioannis et al. | 2020
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Hooks in the Headline: Learning to Generate Headlines with Controlled StylesJin, Di / Jin, Zhijing / Zhou, Joey Tianyi / Orii, Lisa / Szolovits, Peter et al. | 2020
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Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze RewardHuang, Luyang / Wu, Lingfei / Wang, Lu et al. | 2020
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Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsZhang, Yuhao / Merck, Derek / Tsai, Emily / Manning, Christopher D. / Langlotz, Curtis et al. | 2020
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Storytelling with Dialogue: A Critical Role Dungeons and Dragons DatasetRameshkumar, Revanth / Bailey, Peter et al. | 2020
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The Summary Loop: Learning to Write Abstractive Summaries Without ExamplesLaban, Philippe / Hsi, Andrew / Canny, John / Hearst, Marti A. et al. | 2020
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Unsupervised Opinion Summarization as Copycat-Review GenerationBražinskas, Arthur / Lapata, Mirella / Titov, Ivan et al. | 2020
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(Re)construing Meaning in NLPTrott, Sean / Torrent, Tiago Timponi / Chang, Nancy / Schneider, Nathan et al. | 2020
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Climbing towards NLU: On Meaning, Form, and Understanding in the Age of DataBender, Emily M. / Koller, Alexander et al. | 2020
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Examining Citations of Natural Language Processing LiteratureMohammad, Saif M. et al. | 2020
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How Can We Accelerate Progress Towards Human-like Linguistic Generalization?Linzen, Tal et al. | 2020
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How Does NLP Benefit Legal System: A Summary of Legal Artificial IntelligenceZhong, Haoxi / Xiao, Chaojun / Tu, Cunchao / Zhang, Tianyang / Liu, Zhiyuan / Sun, Maosong et al. | 2020
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Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work?Pruksachatkun, Yada / Phang, Jason / Liu, Haokun / Htut, Phu Mon / Zhang, Xiaoyi / Pang, Richard Yuanzhe / Vania, Clara / Kann, Katharina / Bowman, Samuel R. et al. | 2020
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Predictive Biases in Natural Language Processing Models: A Conceptual Framework and OverviewShah, Deven Santosh / Schwartz, H. Andrew / Hovy, Dirk et al. | 2020
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What Does BERT with Vision Look At?Li, Liunian Harold / Yatskar, Mark / Yin, Da / Hsieh, Cho-Jui / Chang, Kai-Wei et al. | 2020
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Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking BackwardsZhang, Justine / Danescu-Niculescu-Mizil, Cristian et al. | 2020
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Detecting Perceived Emotions in Hurricane DisastersDesai, Shrey / Caragea, Cornelia / Li, Junyi Jessy et al. | 2020
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Hierarchical Modeling for User Personality Prediction: The Role of Message-Level AttentionLynn, Veronica / Balasubramanian, Niranjan / Schwartz, H. Andrew et al. | 2020
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Measuring Forecasting Skill from TextZong, Shi / Ritter, Alan / Hovy, Eduard et al. | 2020
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Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal EstimatesKeith, Katherine / Jensen, David / O'Connor, Brendan et al. | 2020
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Text-Based Ideal PointsVafa, Keyon / Naidu, Suresh / Blei, David et al. | 2020
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Understanding the Language of Political Agreement and Disagreement in Legislative TextsDavoodi, Maryam / Waltenburg, Eric / Goldwasser, Dan et al. | 2020
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Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social PreferencesTay, Yi / Ong, Donovan / Fu, Jie / Chan, Alvin / Chen, Nancy / Luu, Anh Tuan / Pal, Chris et al. | 2020
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Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main EventChoubey, Prafulla Kumar / Lee, Aaron / Huang, Ruihong / Wang, Lu et al. | 2020
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Harnessing the linguistic signal to predict scalar inferencesSchuster, Sebastian / Chen, Yuxing / Degen, Judith et al. | 2020
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Implicit Discourse Relation Classification: We Need to Talk about EvaluationKim, Najoung / Feng, Song / Gunasekara, Chulaka / Lastras, Luis et al. | 2020
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PeTra: A Sparsely Supervised Memory Model for People TrackingToshniwal, Shubham / Ettinger, Allyson / Gimpel, Kevin / Livescu, Karen et al. | 2020
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ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERTSong, Linfeng / Xu, Kun / Zhang, Yue / Chen, Jianshu / Yu, Dong et al. | 2020
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Contextualizing Hate Speech Classifiers with Post-hoc ExplanationKennedy, Brendan / Jin, Xisen / Mostafazadeh Davani, Aida / Dehghani, Morteza / Ren, Xiang et al. | 2020
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Double-Hard Debias: Tailoring Word Embeddings for Gender Bias MitigationWang, Tianlu / Lin, Xi Victoria / Rajani, Nazneen Fatema / McCann, Bryan / Ordonez, Vicente / Xiong, Caiming et al. | 2020
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Language (Technology) is Power: A Critical Survey of "Bias" in NLPBlodgett, Su Lin / Barocas, Solon / Daumé III, Hal / Wallach, Hanna et al. | 2020
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Social Bias Frames: Reasoning about Social and Power Implications of LanguageSap, Maarten / Gabriel, Saadia / Qin, Lianhui / Jurafsky, Dan / Smith, Noah A. / Choi, Yejin et al. | 2020
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Social Biases in NLP Models as Barriers for Persons with DisabilitiesHutchinson, Ben / Prabhakaran, Vinodkumar / Denton, Emily / Webster, Kellie / Zhong, Yu / Denuyl, Stephen et al. | 2020
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Towards Debiasing Sentence RepresentationsLiang, Paul Pu / Li, Irene Mengze / Zheng, Emily / Lim, Yao Chong / Salakhutdinov, Ruslan / Morency, Louis-Philippe et al. | 2020
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A Re-evaluation of Knowledge Graph Completion MethodsSun, Zhiqing / Vashishth, Shikhar / Sanyal, Soumya / Talukdar, Partha / Yang, Yiming et al. | 2020
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Cross-Linguistic Syntactic Evaluation of Word Prediction ModelsMueller, Aaron / Nicolai, Garrett / Petrou-Zeniou, Panayiota / Talmina, Natalia / Linzen, Tal et al. | 2020
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Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?Hase, Peter / Bansal, Mohit et al. | 2020
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Explaining Black Box Predictions and Unveiling Data Artifacts through Influence FunctionsHan, Xiaochuang / Wallace, Byron C. / Tsvetkov, Yulia et al. | 2020
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Finding Universal Grammatical Relations in Multilingual BERTChi, Ethan A. / Hewitt, John / Manning, Christopher D. et al. | 2020
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Generating Hierarchical Explanations on Text Classification via Feature Interaction DetectionChen, Hanjie / Zheng, Guangtao / Ji, Yangfeng et al. | 2020
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Obtaining Faithful Interpretations from Compositional Neural NetworksSubramanian, Sanjay / Bogin, Ben / Gupta, Nitish / Wolfson, Tomer / Singh, Sameer / Berant, Jonathan / Gardner, Matt et al. | 2020
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Rationalizing Text Matching: Learning Sparse Alignments via Optimal TransportSwanson, Kyle / Yu, Lili / Lei, Tao et al. | 2020
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Benefits of Intermediate Annotations in Reading ComprehensionDua, Dheeru / Singh, Sameer / Gardner, Matt et al. | 2020
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Crossing Variational Autoencoders for Answer RetrievalYu, Wenhao / Wu, Lingfei / Zeng, Qingkai / Tao, Shu / Deng, Yu / Jiang, Meng et al. | 2020
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Logic-Guided Data Augmentation and Regularization for Consistent Question AnsweringAsai, Akari / Hajishirzi, Hannaneh et al. | 2020
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On the Importance of Diversity in Question Generation for QASultan, Md Arafat / Chandel, Shubham / Fernandez Astudillo, Ramón / Castelli, Vittorio et al. | 2020