MIND: A Large-scale Dataset for News Recommendation (Englisch)
Freier Zugriff
- Neue Suche nach: Wu, Fangzhao
- Neue Suche nach: Qiao, Ying
- Neue Suche nach: Chen, Jiun-Hung
- Neue Suche nach: Wu, Chuhan
- Neue Suche nach: Qi, Tao
- Neue Suche nach: Lian, Jianxun
- Neue Suche nach: Liu, Danyang
- Neue Suche nach: Xie, Xing
- Neue Suche nach: Gao, Jianfeng
- Neue Suche nach: Wu, Winnie
- Neue Suche nach: Zhou, Ming
- Neue Suche nach: Wu, Fangzhao
- Neue Suche nach: Qiao, Ying
- Neue Suche nach: Chen, Jiun-Hung
- Neue Suche nach: Wu, Chuhan
- Neue Suche nach: Qi, Tao
- Neue Suche nach: Lian, Jianxun
- Neue Suche nach: Liu, Danyang
- Neue Suche nach: Xie, Xing
- Neue Suche nach: Gao, Jianfeng
- Neue Suche nach: Wu, Winnie
- Neue Suche nach: Zhou, Ming
In:
The 58th Annual Meeting of the Association for Computational Linguistics - proceedings of the conference
; 3597-3606
;
2020
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ISBN:
- Aufsatz (Konferenz) / Elektronische Ressource
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Titel:MIND: A Large-scale Dataset for News Recommendation
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Beteiligte:Wu, Fangzhao ( Autor:in ) / Qiao, Ying ( Autor:in ) / Chen, Jiun-Hung ( Autor:in ) / Wu, Chuhan ( Autor:in ) / Qi, Tao ( Autor:in ) / Lian, Jianxun ( Autor:in ) / Liu, Danyang ( Autor:in ) / Xie, Xing ( Autor:in ) / Gao, Jianfeng ( Autor:in ) / Wu, Winnie ( Autor:in )
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Kongress:Association for Computational Linguistics ; 58. ; 2020 ; Online
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Erschienen in:
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Verlag:
- Neue Suche nach: Association for Computational Linguistics (ACL)
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Erscheinungsort:Stroudsburg, PA
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Erscheinungsdatum:2020
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ISBN:
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DOI:
-
Medientyp:Aufsatz (Konferenz)
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Format:Elektronische Ressource
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Sprache:Englisch
- Neue Suche nach: 17.46 / 54.75
- Weitere Informationen zu Basisklassifikation
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Klassifikation:
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Datenquelle:
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
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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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TransS-Driven Joint Learning Architecture for Implicit Discourse Relation RecognitionHe, Ruifang / Wang, Jian / Guo, Fengyu / Han, Yugui et al. | 2020
- 149
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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
- 160
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Cross-modal Language Generation using Pivot Stabilization for Web-scale Language CoverageThapliyal, Ashish V. / Soricut, Radu et al. | 2020
- 171
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Fact-based Text EditingIso, Hayate / Qiao, Chao / Li, Hang et al. | 2020
- 183
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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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Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEsLee, Dong Bok / Lee, Seanie / Jeong, Woo Tae / Kim, Donghwan / Hwang, Sung Ju et al. | 2020
- 225
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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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Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-EncodersDuan, Yu / Xu, Canwen / Pei, Jiaxin / Han, Jialong / Li, Chenliang et al. | 2020
- 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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Reverse Engineering Configurations of Neural Text Generation ModelsTay, Yi / Bahri, Dara / Zheng, Che / Brunk, Clifford / Metzler, Donald / Tomkins, Andrew et al. | 2020
- 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
- 718
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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
- 800
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Tree-Structured Neural Topic ModelIsonuma, Masaru / Mori, Junichiro / Bollegala, Danushka / Sakata, Ichiro et al. | 2020
- 807
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Unsupervised FAQ Retrieval with Question Generation and BERTMass, Yosi / Carmeli, Boaz / Roitman, Haggai / Konopnicki, David et al. | 2020
- 813
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"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun RecognitionZhou, Yichao / Jiang, Jyun-Yu / Zhao, Jieyu / Chang, Kai-Wei / Wang, Wei et al. | 2020
- 823
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Fast and Accurate Deep Bidirectional Language Representations for Unsupervised LearningShin, Joongbo / Lee, Yoonhyung / Yoon, Seunghyun / Jung, Kyomin et al. | 2020
- 836
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Fine-grained Interest Matching for Neural News RecommendationWang, Heyuan / Wu, Fangzhao / Liu, Zheng / Xie, Xing et al. | 2020
- 846
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Interpretable Operational Risk Classification with Semi-Supervised Variational AutoencoderZhou, Fan / Zhang, Shengming / Yang, Yi et al. | 2020
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Interpreting Twitter User GeolocationZhong, Ting / Wang, Tianliang / Zhou, Fan / Trajcevski, Goce / Zhang, Kunpeng / Yang, Yi et al. | 2020
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Modeling Code-Switch Languages Using Bilingual Parallel CorpusLee, Grandee / Li, Haizhou et al. | 2020
- 871
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SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling CheckCheng, Xingyi / Xu, Weidi / Chen, Kunlong / Jiang, Shaohua / Wang, Feng / Wang, Taifeng / Chu, Wei / Qi, Yuan et al. | 2020
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Spelling Error Correction with Soft-Masked BERTZhang, Shaohua / Huang, Haoran / Liu, Jicong / Li, Hang et al. | 2020
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A Frame-based Sentence Representation for Machine Reading ComprehensionGuo, Shaoru / Li, Ru / Tan, Hongye / Li, Xiaoli / Guan, Yong / Zhao, Hongyan / Zhang, Yueping et al. | 2020
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A Methodology for Creating Question Answering Corpora Using Inverse Data AnnotationDeriu, Jan / Mlynchyk, Katsiaryna / Schläpfer, Philippe / Rodrigo, Alvaro / von Grünigen, Dirk / Kaiser, Nicolas / Stockinger, Kurt / Agirre, Eneko / Cieliebak, Mark et al. | 2020
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Contextualized Sparse Representations for Real-Time Open-Domain Question AnsweringLee, Jinhyuk / Seo, Minjoon / Hajishirzi, Hannaneh / Kang, Jaewoo et al. | 2020
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Dynamic Sampling Strategies for Multi-Task Reading ComprehensionGottumukkala, Ananth / Dua, Dheeru / Singh, Sameer / Gardner, Matt et al. | 2020
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Enhancing Answer Boundary Detection for Multilingual Machine Reading ComprehensionYuan, Fei / Shou, Linjun / Bai, Xuanyu / Gong, Ming / Liang, Yaobo / Duan, Nan / Fu, Yan / Jiang, Daxin et al. | 2020
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Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine ReadingGao, Yifan / Wu, Chien-Sheng / Joty, Shafiq / Xiong, Caiming / Socher, Richard / King, Irwin / Lyu, Michael / Hoi, Steven C.H. et al. | 2020
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Injecting Numerical Reasoning Skills into Language ModelsGeva, Mor / Gupta, Ankit / Berant, Jonathan et al. | 2020
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Learning to Identify Follow-Up Questions in Conversational Question AnsweringKundu, Souvik / Lin, Qian / Ng, Hwee Tou et al. | 2020
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Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge BasesLan, Yunshi / Jiang, Jing et al. | 2020
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A Diverse Corpus for Evaluating and Developing English Math Word Problem SolversMiao, Shen-yun / Liang, Chao-Chun / Su, Keh-Yih et al. | 2020
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Improving Image Captioning Evaluation by Considering Inter References VarianceYi, Yanzhi / Deng, Hangyu / Hu, Jinglu et al. | 2020
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Revisiting the Context Window for Cross-lingual Word EmbeddingsRi, Ryokan / Tsuruoka, Yoshimasa et al. | 2020
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Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encodersBlevins, Terra / Zettlemoyer, Luke et al. | 2020
- 1018
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Code-Switching Patterns Can Be an Effective Route to Improve Performance of Downstream NLP Applications: A Case Study of Humour, Sarcasm and Hate Speech DetectionBansal, Srijan / Garimella, Vishal / Suhane, Ayush / Patro, Jasabanta / Mukherjee, Animesh et al. | 2020
- 1024
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DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim VerificationWu, Lianwei / Rao, Yuan / Zhao, Yongqiang / Liang, Hao / Nazir, Ambreen et al. | 2020
- 1036
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Towards Conversational Recommendation over Multi-Type DialogsLiu, Zeming / Wang, Haifeng / Niu, Zheng-Yu / Wu, Hua / Che, Wanxiang / Liu, Ting et al. | 2020
- 1050
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Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent ClassificationYan, Guangfeng / Fan, Lu / Li, Qimai / Liu, Han / Zhang, Xiaotong / Wu, Xiao-Ming / Lam, Albert Y.S. et al. | 2020
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Expertise Style Transfer: A New Task Towards Better Communication between Experts and LaymenCao, Yixin / Shui, Ruihao / Pan, Liangming / Kan, Min-Yen / Liu, Zhiyuan / Chua, Tat-Seng et al. | 2020
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Towards Faithful Neural Table-to-Text Generation with Content-Matching ConstraintsWang, Zhenyi / Wang, Xiaoyang / An, Bang / Yu, Dong / Chen, Changyou et al. | 2020
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Dynamic Memory Induction Networks for Few-Shot Text ClassificationGeng, Ruiying / Li, Binhua / Li, Yongbin / Sun, Jian / Zhu, Xiaodan et al. | 2020
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Exclusive Hierarchical Decoding for Deep Keyphrase GenerationChen, Wang / Chan, Hou Pong / Li, Piji / King, Irwin et al. | 2020
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Hierarchy-Aware Global Model for Hierarchical Text ClassificationZhou, Jie / Ma, Chunping / Long, Dingkun / Xu, Guangwei / Ding, Ning / Zhang, Haoyu / Xie, Pengjun / Liu, Gongshen et al. | 2020
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Keyphrase Generation for Scientific Document RetrievalBoudin, Florian / Gallina, Ygor / Aizawa, Akiko et al. | 2020
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A Graph Auto-encoder Model of Derivational MorphologyHofmann, Valentin / Schütze, Hinrich / Pierrehumbert, Janet et al. | 2020
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Crawling and Preprocessing Mailing Lists At Scale for Dialog AnalysisBevendorff, Janek / Al Khatib, Khalid / Potthast, Martin / Stein, Benno et al. | 2020
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Fine-Grained Analysis of Cross-Linguistic Syntactic DivergencesNikolaev, Dmitry / Arviv, Ofir / Karidi, Taelin / Kenneth, Neta / Mitnik, Veronika / Saeboe, Lilja Maria / Abend, Omri et al. | 2020
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Generating Counter Narratives against Online Hate Speech: Data and StrategiesTekiroğlu, Serra Sinem / Chung, Yi-Ling / Guerini, Marco et al. | 2020
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KLEJ: Comprehensive Benchmark for Polish Language UnderstandingRybak, Piotr / Mroczkowski, Robert / Tracz, Janusz / Gawlik, Ireneusz et al. | 2020
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Learning and Evaluating Emotion Lexicons for 91 LanguagesBuechel, Sven / Rücker, Susanna / Hahn, Udo et al. | 2020
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Multi-Hypothesis Machine Translation EvaluationFomicheva, Marina / Specia, Lucia / Guzmán, Francisco et al. | 2020
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Multimodal Quality Estimation for Machine TranslationOkabe, Shu / Blain, Frédéric / Specia, Lucia et al. | 2020
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PuzzLing Machines: A Challenge on Learning From Small DataŞahin, Gözde Gül / Kementchedjhieva, Yova / Rust, Phillip / Gurevych, Iryna et al. | 2020
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The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science DomainFriedrich, Annemarie / Adel, Heike / Tomazic, Federico / Hingerl, Johannes / Benteau, Renou / Marusczyk, Anika / Lange, Lukas et al. | 2020
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The TechQA DatasetCastelli, Vittorio / Chakravarti, Rishav / Dana, Saswati / Ferritto, Anthony / Florian, Radu / Franz, Martin / Garg, Dinesh / Khandelwal, Dinesh / McCarley, Scott / McCawley, Michael et al. | 2020
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iSarcasm: A Dataset of Intended SarcasmOprea, Silviu / Magdy, Walid et al. | 2020
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AMR Parsing via Graph-Sequence Iterative InferenceCai, Deng / Lam, Wai et al. | 2020
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A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events PortalGholipour Ghalandari, Demian / Hokamp, Chris / Pham, Nghia The / Glover, John / Ifrim, Georgiana et al. | 2020
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Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual SummarizationZhu, Junnan / Zhou, Yu / Zhang, Jiajun / Zong, Chengqing et al. | 2020
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Examining the State-of-the-Art in News Timeline SummarizationGholipour Ghalandari, Demian / Ifrim, Georgiana et al. | 2020
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Improving Truthfulness of Headline GenerationMatsumaru, Kazuki / Takase, Sho / Okazaki, Naoaki et al. | 2020
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SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document SummarizationGao, Yang / Zhao, Wei / Eger, Steffen et al. | 2020
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Self-Attention Guided Copy Mechanism for Abstractive SummarizationXu, Song / Li, Haoran / Yuan, Peng / Wu, Youzheng / He, Xiaodong / Zhou, Bowen et al. | 2020
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Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog EvaluationLiang, Weixin / Zou, James / Yu, Zhou et al. | 2020
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Conversational Word Embedding for Retrieval-Based Dialog SystemMa, Wentao / Cui, Yiming / Liu, Ting / Wang, Dong / Wang, Shijin / Hu, Guoping et al. | 2020
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Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection NetworkHou, Yutai / Che, Wanxiang / Lai, Yongkui / Zhou, Zhihan / Liu, Yijia / Liu, Han / Liu, Ting et al. | 2020
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Learning Dialog Policies from Weak DemonstrationsGordon-Hall, Gabriel / Gorinski, Philip John / Cohen, Shay B. et al. | 2020
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MuTual: A Dataset for Multi-Turn Dialogue ReasoningCui, Leyang / Wu, Yu / Liu, Shujie / Zhang, Yue / Zhou, Ming et al. | 2020
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On the Inference Calibration of Neural Machine TranslationWang, Shuo / Tu, Zhaopeng / Shi, Shuming / Liu, Yang et al. | 2020
- 3080
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Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active LearningJiang, Zhuoren / Gao, Zhe / Duan, Yu / Kang, Yangyang / Sun, Changlong / Zhang, Qiong / Liu, Xiaozhong et al. | 2020
- 3086
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Distinguish Confusing Law Articles for Legal Judgment PredictionXu, Nuo / Wang, Pinghui / Chen, Long / Pan, Li / Wang, Xiaoyan / Zhao, Junzhou et al. | 2020
- 3096
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Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting GenerationLiu, Liting / Liu, Jie / Zhang, Wenzheng / Chi, Ziming / Shi, Wenxuan / Huang, Yalou et al. | 2020
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HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD CodingCao, Pengfei / Chen, Yubo / Liu, Kang / Zhao, Jun / Liu, Shengping / Chong, Weifeng et al. | 2020
- 3115
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Hyperbolic Capsule Networks for Multi-Label ClassificationChen, Boli / Huang, Xin / Xiao, Lin / Jing, Liping et al. | 2020
- 3125
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Improving Segmentation for Technical Support ProblemsChauhan, Kushal / Gupta, Abhirut et al. | 2020
- 3135
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MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCsYu, Jifan / Luo, Gan / Xiao, Tong / Zhong, Qingyang / Wang, Yuquan / Feng, Wenzheng / Luo, Junyi / Wang, Chenyu / Hou, Lei / Li, Juanzi et al. | 2020
- 3143
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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
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Relational Graph Attention Network for Aspect-based Sentiment AnalysisWang, Kai / Shen, Weizhou / Yang, Yunyi / Quan, Xiaojun / Wang, Rui et al. | 2020
- 3239
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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
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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
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A Span-based Linearization for Constituent TreesWei, Yang / Wu, Yuanbin / Lan, Man et al. | 2020
- 3278
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An Empirical Comparison of Unsupervised Constituency Parsing MethodsLi, Jun / Cao, Yifan / Cai, Jiong / Jiang, Yong / Tu, Kewei et al. | 2020
- 3284
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Efficient Constituency Parsing by PointingNguyen, Thanh-Tung / Nguyen, Xuan-Phi / Joty, Shafiq / Li, Xiaoli et al. | 2020
- 3295
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Efficient Second-Order TreeCRF for Neural Dependency ParsingZhang, Yu / Li, Zhenghua / Zhang, Min et al. | 2020
- 3306
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Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMsLepori, Michael / Linzen, Tal / McCoy, R. Thomas et al. | 2020
- 3317
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Structure-Level Knowledge Distillation For Multilingual Sequence LabelingWang, Xinyu / Jiang, Yong / Bach, Nguyen / Wang, Tao / Huang, Fei / Tu, Kewei et al. | 2020
- 3331
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Dynamic Online Conversation RecommendationZeng, Xingshan / Li, Jing / Wang, Lu / Mao, Zhiming / Wong, Kam-Fai et al. | 2020
- 3342
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Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal TransformerYu, Jianfei / Jiang, Jing / Yang, Li / Xia, Rui et al. | 2020
- 3353
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Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio OptimizationDu, Xin / Tanaka-Ishii, Kumiko et al. | 2020
- 3364
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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
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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
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On the Robustness of Language Encoders against Grammatical ErrorsYin, Fan / Long, Quanyu / Meng, Tao / Chang, Kai-Wei et al. | 2020
- 3404
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Roles and Utilization of Attention Heads in Transformer-based Neural Language ModelsJo, Jae-young / Myaeng, Sung-Hyon et al. | 2020
- 3418
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Understanding Attention for Text ClassificationSun, Xiaobing / Lu, Wei et al. | 2020
- 3429
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A Relational Memory-based Embedding Model for Triple Classification and Search PersonalizationNguyen, Dai Quoc / Nguyen, Tu / Phung, Dinh et al. | 2020
- 3436
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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
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On the Encoder-Decoder Incompatibility in Variational Text Modeling and BeyondWu, Chen / Wang, Prince Zizhuang / Wang, William Yang et al. | 2020
- 3465
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SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word SubstitutionsYe, Mao / Gong, Chengyue / Liu, Qiang et al. | 2020
- 3476
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A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon InductionRen, Shuo / Liu, Shujie / Zhou, Ming / Ma, Shuai et al. | 2020
- 3486
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A Reinforced Generation of Adversarial Examples for Neural Machine TranslationZou, Wei / Huang, Shujian / Xie, Jun / Dai, Xinyu / Chen, Jiajun et al. | 2020
- 3498
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A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine TranslationRen, Shuo / Wu, Yu / Liu, Shujie / Zhou, Ming / Ma, Shuai et al. | 2020
- 3505
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A Simple and Effective Unified Encoder for Document-Level Machine TranslationMa, Shuming / Zhang, Dongdong / Zhou, Ming et al. | 2020
- 3512
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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
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Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction ChangeXu, Hongfei / van Genabith, Josef / Xiong, Deyi / Liu, Qiuhui et al. | 2020
- 3525
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Knowledge Distillation for Multilingual Unsupervised Neural Machine TranslationSun, Haipeng / Wang, Rui / Chen, Kehai / Utiyama, Masao / Sumita, Eiichiro / Zhao, Tiejun et al. | 2020
- 3536
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Lexically Constrained Neural Machine Translation with Levenshtein TransformerSusanto, Raymond Hendy / Chollampatt, Shamil / Tan, Liling et al. | 2020
- 3544
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On Exposure Bias, Hallucination and Domain Shift in Neural Machine TranslationWang, Chaojun / Sennrich, Rico et al. | 2020
- 3553
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Automatic Machine Translation Evaluation using Source Language Inputs and Cross-lingual Language ModelTakahashi, Kosuke / Sudoh, Katsuhito / Nakamura, Satoshi et al. | 2020
- 3559
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ChartDialogs: Plotting from Natural Language InstructionsShao, Yutong / Nakashole, Ndapa et al. | 2020
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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
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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
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That is a Known Lie: Detecting Previously Fact-Checked ClaimsShaar, Shaden / Babulkov, Nikolay / Da San Martino, Giovanni / Nakov, Preslav et al. | 2020
- 3619
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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
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BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy DetectionWang, Chengyu / He, Xiaofeng et al. | 2020
- 3641
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Biomedical Entity Representations with Synonym MarginalizationSung, Mujeen / Jeon, Hwisang / Lee, Jinhyuk / Kang, Jaewoo et al. | 2020
- 3651
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Hypernymy Detection for Low-Resource Languages via Meta LearningYu, Changlong / Han, Jialong / Zhang, Haisong / Ng, Wilfred et al. | 2020
- 3657
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Investigating Word-Class Distributions in Word Vector SpacesSasano, Ryohei / Korhonen, Anna et al. | 2020
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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
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SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment SemanticsYin, Da / Meng, Tao / Chang, Kai-Wei et al. | 2020
- 3707
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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
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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
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Curriculum Pre-training for End-to-End Speech TranslationWang, Chengyi / Wu, Yu / Liu, Shujie / Zhou, Ming / Yang, Zhenglu et al. | 2020
- 3739
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How Accents Confound: Probing for Accent Information in End-to-End Speech Recognition SystemsPrasad, Archiki / Jyothi, Preethi et al. | 2020
- 3754
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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
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Meta-Transfer Learning for Code-Switched Speech RecognitionWinata, Genta Indra / Cahyawijaya, Samuel / Lin, Zhaojiang / Liu, Zihan / Xu, Peng / Fung, Pascale et al. | 2020
- 3777
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Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic AssociationXu, Nan / Zeng, Zhixiong / Mao, Wenji et al. | 2020
- 3787
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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
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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
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Neural Temporal Opinion Modelling for Opinion Prediction on TwitterZhu, Lixing / He, Yulan / Zhou, Deyu et al. | 2020
- 3811
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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
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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
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Bayesian Hierarchical Words Representation LearningBarkan, Oren / Rejwan, Idan / Caciularu, Avi / Koenigstein, Noam et al. | 2020
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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
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SEEK: Segmented Embedding of Knowledge GraphsXu, Wentao / Zheng, Shun / He, Liang / Shao, Bin / Yin, Jian / Liu, Tie-Yan et al. | 2020
- 3898
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Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine TranslationSoto, Xabier / Shterionov, Dimitar / Poncelas, Alberto / Way, Andy et al. | 2020
- 3909
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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
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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
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An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental ResultsAmigo, Enrique / Gonzalo, Julio / Mizzaro, Stefano / Carrillo-de-Albornoz, Jorge et al. | 2020
- 3950
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Adaptive Compression of Word EmbeddingsKim, Yeachan / Kim, Kang-Min / Lee, SangKeun et al. | 2020
- 3960
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Analysing Lexical Semantic Change with Contextualised Word RepresentationsGiulianelli, Mario / Del Tredici, Marco / Fernández, Raquel et al. | 2020
- 3974
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Autoencoding Keyword Correlation Graph for Document ClusteringChiu, Billy / Sahu, Sunil Kumar / Thomas, Derek / Sengupta, Neha / Mahdy, Mohammady et al. | 2020
- 3982
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Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional SemanticsEmerson, Guy et al. | 2020
- 3996
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BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model PerformanceSchick, Timo / Schütze, Hinrich et al. | 2020
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CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple LanguagesPasini, Tommaso / Scozzafava, Federico / Scarlini, Bianca et al. | 2020
- 4019
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Adversarial and Domain-Aware BERT for Cross-Domain Sentiment AnalysisDu, Chunning / Sun, Haifeng / Wang, Jingyu / Qi, Qi / Liao, Jianxin et al. | 2020
- 4029
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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
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GoEmotions: A Dataset of Fine-Grained EmotionsDemszky, Dorottya / Movshovitz-Attias, Dana / Ko, Jeongwoo / Cowen, Alan / Nemade, Gaurav / Ravi, Sujith et al. | 2020
- 4055
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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
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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
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Do Neural Language Models Show Preferences for Syntactic Formalisms?Kulmizev, Artur / Ravishankar, Vinit / Abdou, Mostafa / Nivre, Joakim et al. | 2020
- 4092
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Enriched In-Order Linearization for Faster Sequence-to-Sequence Constituent ParsingFernández-González, Daniel / Gómez-Rodríguez, Carlos et al. | 2020
- 4100
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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
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Analyzing analytical methods: The case of phonology in neural models of spoken languageChrupala, Grzegorz / Higy, Bertrand / Alishahi, Afra et al. | 2020
- 4157
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Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language ExplanationsCamburu, Oana-Maria / Shillingford, Brendan / Minervini, Pasquale / Lukasiewicz, Thomas / Blunsom, Phil et al. | 2020
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Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERTWu, Zhiyong / Chen, Yun / Kao, Ben / Liu, Qun et al. | 2020
- 4177
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Probing for Referential Information in Language ModelsSorodoc, Ionut-Teodor / Gulordava, Kristina / Boleda, Gemma et al. | 2020
- 4190
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Quantifying Attention Flow in TransformersAbnar, Samira / Zuidema, Willem et al. | 2020
- 4198
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Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Jacovi, Alon / Goldberg, Yoav et al. | 2020
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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
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Tchebycheff Procedure for Multi-task Text ClassificationMao, Yuren / Yun, Shuang / Liu, Weiwei / Du, Bo et al. | 2020
- 4227
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Modeling Word Formation in English-German Neural Machine TranslationWeller-Di Marco, Marion / Fraser, Alexander et al. | 2020
- 4233
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Empowering Active Learning to Jointly Optimize System and User DemandsLee, Ji-Ung / Meyer, Christian M. / Gurevych, Iryna et al. | 2020
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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
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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
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Identifying Principals and Accessories in a Complex Case based on the Comprehension of Fact DescriptionHu, Yakun / Luo, Zhunchen / Chao, Wenhan et al. | 2020
- 4270
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Joint Modelling of Emotion and Abusive Language DetectionRajamanickam, Santhosh / Mishra, Pushkar / Yannakoudakis, Helen / Shutova, Ekaterina et al. | 2020
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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
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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
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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
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Target Inference in Argument Conclusion GenerationAlshomary, Milad / Syed, Shahbaz / Potthast, Martin / Wachsmuth, Henning et al. | 2020
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Multimodal Transformer for Multimodal Machine TranslationYao, Shaowei / Wan, Xiaojun et al. | 2020
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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
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Towards Emotion-aided Multi-modal Dialogue Act ClassificationSaha, Tulika / Patra, Aditya / Saha, Sriparna / Bhattacharyya, Pushpak et al. | 2020
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Analyzing Political Parody in Social MediaMaronikolakis, Antonis / Sánchez Villegas, Danae / Preotiuc-Pietro, Daniel / Aletras, Nikolaos et al. | 2020
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Masking Actor Information Leads to Fairer Political Claims DetectionDayanik, Erenay / Padó, Sebastian et al. | 2020
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When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People?Joseph, Kenneth / Morgan, Jonathan et al. | 2020
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"Who said it, and Why?" Provenance for Natural Language ClaimsZhang, Yi / Ives, Zachary / Roth, Dan et al. | 2020
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Compositionality and Generalization In Emergent LanguagesChaabouni, Rahma / Kharitonov, Eugene / Bouchacourt, Diane / Dupoux, Emmanuel / Baroni, Marco et al. | 2020
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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
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Learning to Faithfully Rationalize by ConstructionJain, Sarthak / Wiegreffe, Sarah / Pinter, Yuval / Wallace, Byron C. et al. | 2020
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Clinical Reading Comprehension: A Thorough Analysis of the emrQA DatasetYue, Xiang / Jimenez Gutierrez, Bernal / Sun, Huan et al. | 2020
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DeFormer: Decomposing Pre-trained Transformers for Faster Question AnsweringCao, Qingqing / Trivedi, Harsh / Balasubramanian, Aruna / Balasubramanian, Niranjan et al. | 2020
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Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsSaxena, Apoorv / Tripathi, Aditay / Talukdar, Partha et al. | 2020
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Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question AnsweringFabbri, Alexander / Ng, Patrick / Wang, Zhiguo / Nallapati, Ramesh / Xiang, Bing et al. | 2020
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Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question AnsweringYadav, Vikas / Bethard, Steven / Surdeanu, Mihai et al. | 2020
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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
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Dscorer: A Fast Evaluation Metric for Discourse Representation Structure ParsingLiu, Jiangming / Cohen, Shay B. / Lapata, Mirella et al. | 2020
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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
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Toward Gender-Inclusive Coreference ResolutionCao, Yang Trista / Daumé III, Hal et al. | 2020
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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
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On the Cross-lingual Transferability of Monolingual RepresentationsArtetxe, Mikel / Ruder, Sebastian / Yogatama, Dani et al. | 2020
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Similarity Analysis of Contextual Word Representation ModelsWu, John / Belinkov, Yonatan / Sajjad, Hassan / Durrani, Nadir / Dalvi, Fahim / Glass, James et al. | 2020
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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
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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
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Modeling Label Semantics for Predicting Emotional ReactionsGaonkar, Radhika / Kwon, Heeyoung / Bastan, Mohaddeseh / Balasubramanian, Niranjan / Chambers, Nathanael et al. | 2020
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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