EMNLP 2020: all accepted papers
- MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment SupervisionPatrick Huber, Giuseppe Carenini21 citations · our summary
- Mention Extraction and Linking for SQL Query Generation ↗Jianqiang Ma, Zeyu Yan, Shuai Pang et al.21 citations
- Where Are You? Localization from Embodied Dialog ↗Meera Hahn, Jacob Krantz, Dhruv Batra et al.21 citations
- X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset ↗Angel Daza, Anette Frank21 citations
- Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation ↗Wenxiang Jiao, Xing Wang, Shilin He et al.20 citations
- Hashtags, Emotions, and Comments: A Large-Scale Dataset to Understand Fine-Grained Social Emotions to Online Topics ↗Keyang Ding, Jing Li, Yuji Zhang20 citations
- Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning ↗Xiaoxiao Guo, Mo Yu, Yupeng Gao et al.20 citations
- Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation ↗Jason Lee, Raphael Shu, Kyunghyun Cho20 citations
- Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining ↗Chengyu Wang, Minghui Qiu, Jun Huang et al.20 citations
- RethinkCWS: Is Chinese Word Segmentation a Solved Task? ↗Jinlan Fu, Pengfei Liu, Qi Zhang et al.20 citations
- Uncertainty-Aware Semantic Augmentation for Neural Machine Translation ↗Xiangpeng Wei, Heng Yu, Yue Hu et al.20 citations
- Youling: an AI-assisted Lyrics Creation System ↗Rongsheng Zhang, Xiaoxi Mao, Le Li et al. · System Demonstrations20 citations
- A Knowledge-driven Generative Model for Multi-implication Chinese Medical Procedure Entity Normalization ↗Jinghui Yan, Yining Wang, Lu Xiang et al.19 citations
- Adversarial Self-Supervised Data-Free Distillation for Text Classification ↗Xinyin Ma, Yongliang Shen, Gongfan Fang et al.19 citations
- CHARM: Inferring Personal Attributes from Conversations ↗Anna Tigunova, Andrew Yates, Paramita Mirza et al.19 citations
- Chapter Captor: Text Segmentation in Novels ↗Charuta Pethe, Allen Kim, Steve Skiena19 citations
- Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble ↗Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar et al.19 citations
- Explainable Clinical Decision Support from Text ↗Jinyue Feng, Chantal Shaib, Frank Rudzicz19 citations
- Fast semantic parsing with well-typedness guarantees ↗Matthias Lindemann, Jonas Groschwitz, Alexander Koller19 citations
- Form2Seq : A Framework for Higher-Order Form Structure Extraction ↗Milan Aggarwal, Hiresh Gupta, Mausoom Sarkar et al.19 citations
- Improving Word Sense Disambiguation with Translations ↗Yixing Luan, Bradley Hauer, Lili Mou et al.19 citations
- Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction ↗Yansen Wang, Zhen Fan, Carolyn Rose19 citations
- Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation ↗Mehrad Moradshahi, Giovanni Campagna, Sina Semnani et al.19 citations
- Probing Task-Oriented Dialogue Representation from Language Models ↗Chien-Sheng Wu, Caiming Xiong19 citations
- SRLGRN: Semantic Role Labeling Graph Reasoning Network ↗Chen Zheng, Parisa Kordjamshidi19 citations
- Scaling Hidden Markov Language Models ↗Justin Chiu, Alexander Rush19 citations
- SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery ↗Jiaming Shen, Wenda Qiu, Jingbo Shang et al.19 citations
- The importance of fillers for text representations of speech transcripts ↗Tanvi Dinkar, Pierre Colombo, Matthieu Labeau et al.19 citations
- Type B Reflexivization as an Unambiguous Testbed for Multilingual Multi-Task Gender Bias ↗Ana Valeria González, Maria Barrett, Rasmus Hvingelby et al.19 citations
- Uncertainty-Aware Label Refinement for Sequence Labeling ↗Tao Gui, Jiacheng Ye, Qi Zhang et al.19 citations
- An Imitation Game for Learning Semantic Parsers from User Interaction ↗Ziyu Yao, Yiqi Tang, Wen-tau Yih et al.18 citations
- Competence-Level Prediction and Resume & Job Description Matching Using Context-Aware Transformer Models ↗Changmao Li, Elaine Fisher, Rebecca Thomas et al.18 citations
- Counterfactual Off-Policy Training for Neural Dialogue Generation ↗Qingfu Zhu, Wei-Nan Zhang, Ting Liu et al.18 citations
- Distilling Multiple Domains for Neural Machine Translation ↗Anna Currey, Prashant Mathur, Georgiana Dinu18 citations
- Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses ↗Simon Flachs, Ophélie Lacroix, Helen Yannakoudakis et al.18 citations
- Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes ↗Paulo Cavalin, Victor Henrique Alves Ribeiro, Ana Appel et al.18 citations
- Incorporating a Local Translation Mechanism into Non-autoregressive Translation ↗Xiang Kong, Zhisong Zhang, Eduard Hovy18 citations
- Modeling Content Importance for Summarization with Pre-trained Language Models ↗Liqiang Xiao, Lu Wang, Hao He et al.18 citations
- Multi-hop Inference for Question-driven Summarization ↗Yang Deng, Wenxuan Zhang, Wai Lam18 citations
- On the Role of Supervision in Unsupervised Constituency Parsing ↗Haoyue Shi, Karen Livescu, Kevin Gimpel18 citations
- Partially-Aligned Data-to-Text Generation with Distant Supervision ↗Zihao Fu, Bei Shi, Wai Lam et al.18 citations
- Regularizing Dialogue Generation by Imitating Implicit Scenarios ↗Shaoxiong Feng, Xuancheng Ren, Hongshen Chen et al.18 citations
- SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search ↗Sean MacAvaney, Arman Cohan, Nazli Goharian18 citations
- Towards Enhancing Faithfulness for Neural Machine Translation ↗Rongxiang Weng, Heng Yu, Xiangpeng Wei et al.18 citations
- Zero-Shot Crosslingual Sentence Simplification ↗Jonathan Mallinson, Rico Sennrich, Mirella Lapata18 citations
- Autoregressive Knowledge Distillation through Imitation Learning ↗Alexander Lin, Jeremy Wohlwend, Howard Chen et al.17 citations
- CapWAP: Image Captioning with a Purpose ↗Adam Fisch, Kenton Lee, Ming-Wei Chang et al.17 citations
- Causal Inference of Script Knowledge ↗Noah Weber, Rachel Rudinger, Benjamin Van Durme17 citations
- Compressive Summarization with Plausibility and Salience Modeling ↗Shrey Desai, Jiacheng Xu, Greg Durrett17 citations
- Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank ↗Eleftheria Briakou, Marine Carpuat17 citations
- Discontinuous Constituent Parsing as Sequence Labeling ↗David Vilares, Carlos Gómez-Rodríguez17 citations
- Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation ↗Dayiheng Liu, Yeyun Gong, Yu Yan et al.17 citations
- Natural Language Processing for Achieving Sustainable Development: the Case of Neural Labelling to Enhance Community Profiling ↗Costanza Conforti, Stephanie Hirmer, Dai Morgan et al.17 citations
- Online Back-Parsing for AMR-to-Text Generation ↗Xuefeng Bai, Linfeng Song, Yue Zhang17 citations
- PathQG: Neural Question Generation from Facts ↗Siyuan Wang, Zhongyu Wei, Zhihao Fan et al.17 citations
- Profile Consistency Identification for Open-domain Dialogue Agents ↗Haoyu Song, Yan Wang, Wei-Nan Zhang et al.17 citations
- Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference ↗Bang An, Jie Lyu, Zhenyi Wang et al.17 citations
- Revisiting Modularized Multilingual NMT to Meet Industrial Demands ↗Sungwon Lyu, Bokyung Son, Kichang Yang et al.17 citations
- Speakers Fill Lexical Semantic Gaps with Context ↗Tiago Pimentel, Rowan Hall Maudslay, Damian Blasi et al.17 citations
- Towards Interpreting BERT for Reading Comprehension Based QA ↗Sahana Ramnath, Preksha Nema, Deep Sahni et al.17 citations
- Unsupervised Cross-Lingual Part-of-Speech Tagging for Truly Low-Resource Scenarios ↗Ramy Eskander, Smaranda Muresan, Michael Collins17 citations
- Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning ↗Wanyun Cui, Guangyu Zheng, Wei Wang17 citations
- “What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL ↗Yuntao Li, Bei Chen, Qian Liu et al.17 citations
- Can Automatic Post-Editing Improve NMT? ↗Shamil Chollampatt, Raymond Hendy Susanto, Liling Tan et al.16 citations
- Cross-Thought for Sentence Encoder Pre-training ↗Shuohang Wang, Yuwei Fang, Siqi Sun et al.16 citations
- Cross-lingual Spoken Language Understanding with Regularized Representation Alignment ↗Zihan Liu, Genta Indra Winata, Peng Xu et al.16 citations
- Discourse Self-Attention for Discourse Element Identification in Argumentative Student Essays ↗Wei Song, Ziyao Song, Ruiji Fu et al.16 citations
- F\textasciicircum2-Softmax: Diversifying Neural Text Generation via Frequency Factorized Softmax ↗Byung-Ju Choi, Jimin Hong, David Park et al.16 citations
- Iterative Domain-Repaired Back-Translation ↗Hao-Ran Wei, Zhirui Zhang, Boxing Chen et al.16 citations
- Learning to Fuse Sentences with Transformers for Summarization ↗Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim et al.16 citations
- Less is More: Attention Supervision with Counterfactuals for Text Classification ↗Seungtaek Choi, Haeju Park, Jinyoung Yeo et al.16 citations
- Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation ↗Yan Zhang, Zhijiang Guo, Zhiyang Teng et al.16 citations
- Please Mind the Root: Decoding Arborescences for Dependency Parsing ↗Ran Zmigrod, Tim Vieira, Ryan Cotterell16 citations
- Semantic Label Smoothing for Sequence to Sequence Problems ↗Michal Lukasik, Himanshu Jain, Aditya Menon et al.16 citations
- Tackling the Low-resource Challenge for Canonical Segmentation ↗Manuel Mager, Özlem Çetinoğlu, Katharina Kann16 citations
- TeaForN: Teacher-Forcing with N-grams ↗Sebastian Goodman, Nan Ding, Radu Soricut16 citations
- Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies ↗Chris Kedzie, Kathleen McKeown15 citations
- Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness ↗Stefan Larson, Anthony Zheng, Anish Mahendran et al.15 citations
- Neural Conversational QA: Learning to Reason vs Exploiting Patterns ↗Nikhil Verma, Abhishek Sharma, Dhiraj Madan et al.15 citations
- New Protocols and Negative Results for Textual Entailment Data CollectionSamuel R. Bowman, Jennimaria Palomaki, Livio Baldini Soares et al.15 citations · our summary
- Refer, Reuse, Reduce: Generating Subsequent References in Visual and Conversational Contexts ↗Ece Takmaz, Mario Giulianelli, Sandro Pezzelle et al.15 citations
- Self-Induced Curriculum Learning in Self-Supervised Neural Machine Translation ↗Dana Ruiter, Josef van Genabith, Cristina España-Bonet15 citations
- Semantic Role Labeling as Syntactic Dependency ParsingTianze Shi, Igor Malioutov, Ozan Irsoy15 citations · our summary
- SetConv: A New Approach for Learning from Imbalanced Data ↗Yang Gao, Yi-Fan Li, Yu Lin et al.15 citations
- To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging ↗Kasturi Bhattacharjee, Miguel Ballesteros, Rishita Anubhai et al.15 citations
- Towards Better Context-aware Lexical Semantics:Adjusting Contextualized Representations through Static Anchors ↗Qianchu Liu, Diana McCarthy, Anna Korhonen15 citations
- Weakly Supervised Subevent Knowledge Acquisition ↗Wenlin Yao, Zeyu Dai, Maitreyi Ramaswamy et al.15 citations
- What time is it? Temporal Analysis of Novels ↗Allen Kim, Charuta Pethe, Steve Skiena15 citations
- An information theoretic view on selecting linguistic probes ↗Zining Zhu, Frank Rudzicz14 citations
- CoRefi: A Crowd Sourcing Suite for Coreference Annotation ↗Ari Bornstein, Arie Cattan, Ido Dagan · System Demonstrations14 citations
- Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings ↗Yue Wang, Jing Li, Michael Lyu et al.14 citations
- Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation ↗Daniel Loureiro, Jose Camacho-Collados14 citations
- Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ ↗Qiang Ning, Hao Wu, Pradeep Dasigi et al. · System Demonstrations14 citations
- Exploring Contextualized Neural Language Models for Temporal Dependency Parsing ↗Hayley Ross, Jonathon Cai, Bonan Min14 citations
- Homophonic Pun Generation with Lexically Constrained Rewriting ↗Zhiwei Yu, Hongyu Zang, Xiaojun Wan14 citations
- IGT2P: From Interlinear Glossed Texts to Paradigms ↗Sarah Moeller, Ling Liu, Changbing Yang et al.14 citations
- Interview: Large-scale Modeling of Media Dialog with Discourse Patterns and Knowledge Grounding ↗Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni et al.14 citations
- Langsmith: An Interactive Academic Text Revision System ↗Takumi Ito, Tatsuki Kuribayashi, Masatoshi Hidaka et al. · System Demonstrations14 citations
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