EMNLP 2020: all accepted papers
- Learning VAE-LDA Models with Rounded Reparameterization Trick ↗Runzhi Tian, Yongyi Mao, Richong Zhang14 citations
- Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation ↗Minki Kang, Moonsu Han, Sung Ju Hwang14 citations
- Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection ↗Jingfeng Yang, Diyi Yang, Zhaoran Ma14 citations
- Predicting Reference: What do Language Models Learn about Discourse Models? ↗Shiva Upadhye, Leon Bergen, Andrew Kehler14 citations
- Sequential Modelling of the Evolution of Word Representations for Semantic Change Detection ↗Adam Tsakalidis, Maria Liakata14 citations
- TNT: Text Normalization based Pre-training of Transformers for Content Moderation ↗Fei Tan, Yifan Hu, Changwei Hu et al.14 citations
- Towards Modeling Revision Requirements in wikiHow Instructions ↗Irshad Bhat, Talita Anthonio, Michael Roth14 citations
- VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling ↗Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo14 citations
- Visually Grounded Continual Learning of Compositional Phrases ↗Xisen Jin, Junyi Du, Arka Sadhu et al.14 citations
- When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models ↗Changlong Yu, Jialong Han, Peifeng Wang et al.14 citations
- A Predicate-Function-Argument Annotation of Natural Language for Open-Domain Information eXpression ↗Mingming Sun, Wenyue Hua, Zoey Liu et al.13 citations
- A Spectral Method for Unsupervised Multi-Document Summarization ↗Kexiang Wang, Baobao Chang, Zhifang Sui13 citations
- Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces ↗Albert Webson, Zhizhong Chen, Carsten Eickhoff et al.13 citations
- Better Highlighting: Creating Sub-Sentence Summary Highlights ↗Sangwoo Cho, Kaiqiang Song, Chen Li et al.13 citations
- Design Challenges in Low-resource Cross-lingual Entity Linking ↗Xingyu Fu, Weijia Shi, Xiaodong Yu et al.13 citations
- NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets ↗Victor Dibia · System Demonstrations13 citations
- PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge ↗Yun He, Zhuoer Wang, Yin Zhang et al.13 citations
- Scene Restoring for Narrative Machine Reading Comprehension ↗Zhixing Tian, Yuanzhe Zhang, Kang Liu et al.13 citations
- Sentiment Analysis of Tweets using Heterogeneous Multi-layer Network Representation and Embedding ↗Loitongbam Gyanendro Singh, Anasua Mitra, Sanasam Ranbir Singh13 citations
- Annotating Temporal Dependency Graphs via Crowdsourcing ↗Jiarui Yao, Haoling Qiu, Bonan Min et al.12 citations
- BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised RepresentationsAina Garí Soler, Marianna Apidianaki12 citations · our summary
- Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection ↗Shaolei Wang, Zhongyuan Wang, Wanxiang Che et al.12 citations
- Continuity of Topic, Interaction, and Query: Learning to Quote in Online Conversations ↗Lingzhi Wang, Jing Li, Xingshan Zeng et al.12 citations
- Conundrums in Entity Coreference Resolution: Making Sense of the State of the ArtJing Lu, Vincent Ng12 citations · our summary
- Dissecting Span Identification Tasks with Performance Prediction ↗Sean Papay, Roman Klinger, Sebastian Padó12 citations
- F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering ↗Hendrik Schuff, Heike Adel, Ngoc Thang Vu12 citations
- Improving Text Generation with Student-Forcing Optimal Transport ↗Jianqiao Li, Chunyuan Li, Guoyin Wang et al.12 citations
- Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification ↗Prithviraj Sen, Marina Danilevsky, Yunyao Li et al.12 citations
- Machine Reasoning: Technology, Dilemma and Future ↗Nan Duan, Duyu Tang, Ming Zhou · Tutorial Abstracts12 citations
- Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task ↗Dongyeop Kang, Eduard Hovy12 citations
- Semantically Inspired AMR Alignment for the Portuguese Language ↗Rafael Anchiêta, Thiago Pardo12 citations
- Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models ↗Ethan Wilcox, Peng Qian, Richard Futrell et al.12 citations
- The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures ↗Haim Dubossarsky, Ivan Vulić, Roi Reichart et al.12 citations
- Within-Between Lexical Relation Classification ↗Oren Barkan, Avi Caciularu, Ido Dagan12 citations
- Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2 ↗Yosi Mass, Haggai Roitman11 citations
- An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training ↗Kristjan Arumae, Qing Sun, Parminder Bhatia11 citations
- BENNERD: A Neural Named Entity Linking System for COVID-19 ↗Mohammad Golam Sohrab, Khoa Duong, Makoto Miwa et al. · System Demonstrations11 citations
- Cross Copy Network for Dialogue Generation ↗Changzhen Ji, Xin Zhou, Yating Zhang et al.11 citations
- Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast–-Choose Three ↗Steven Reich, David Mueller, Nicholas Andrews11 citations
- Filtering Noisy Dialogue Corpora by Connectivity and Content Relatedness ↗Reina Akama, Sho Yokoi, Jun Suzuki et al.11 citations
- Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU ↗Brielen Madureira, David Schlangen11 citations
- LOGAN: Local Group Bias Detection by Clustering ↗Jieyu Zhao, Kai-Wei Chang11 citations
- Learning Structured Representations of Entity Names using Active Learning and Weak Supervision ↗Kun Qian, Poornima Chozhiyath Raman, Yunyao Li et al.11 citations
- Multilevel Text Alignment with Cross-Document Attention ↗Xuhui Zhou, Nikolaos Pappas, Noah A. Smith11 citations
- Pre-training Mention Representations in Coreference Models ↗Yuval Varkel, Amir Globerson11 citations
- TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED TalksWanqiu Long, Bonnie Webber, Deyi Xiong11 citations · our summary
- Task-Completion Dialogue Policy Learning via Monte Carlo Tree Search with Dueling Network ↗Sihan Wang, Kaijie Zhou, Kunfeng Lai et al.11 citations
- Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games ↗Subhajit Chaudhury, Daiki Kimura, Kartik Talamadupula et al.10 citations
- Embedding Words in Non-Vector Space with Unsupervised Graph Learning ↗Max Ryabinin, Sergei Popov, Liudmila Prokhorenkova et al.10 citations
- Generating Diverse Translation from Model Distribution with Dropout ↗Xuanfu Wu, Yang Feng, Chenze Shao10 citations
- Help! Need Advice on Identifying Advice ↗Venkata Subrahmanyan Govindarajan, Benjamin Chen, Rebecca Warholic et al.10 citations
- Identifying Exaggerated Language ↗Li Kong, Chuanyi Li, Jidong Ge et al.10 citations
- Learning a Cost-Effective Annotation Policy for Question Answering ↗Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun10 citations
- Multi-Step Inference for Reasoning Over Paragraphs ↗Jiangming Liu, Matt Gardner, Shay B. Cohen et al.10 citations
- On the Sparsity of Neural Machine Translation Models ↗Yong Wang, Longyue Wang, Victor Li et al.10 citations
- Querying Across Genres for Medical Claims in News ↗Chaoyuan Zuo, Narayan Acharya, Ritwik Banerjee10 citations
- Social Media Attributions in the Context of Water Crisis ↗Rupak Sarkar, Sayantan Mahinder, Hirak Sarkar et al.10 citations
- Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction ↗Patrick Hohenecker, Frank Mtumbuka, Vid Kocijan et al.10 citations
- Towards Reasonably-Sized Character-Level Transformer NMT by Finetuning Subword Systems ↗Jindřich Libovický, Alexander Fraser10 citations
- Understanding Procedural Text using Interactive Entity Networks ↗Jizhi Tang, Yansong Feng, Dongyan Zhao10 citations
- Unsupervised Adaptation of Question Answering Systems via Generative Self-training ↗Steven Rennie, Etienne Marcheret, Neil Mallinar et al.10 citations
- Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains ↗Weijie Yu, Chen Xu, Jun Xu et al.10 citations
- Alignment-free Cross-lingual Semantic Role Labeling ↗Rui Cai, Mirella Lapata9 citations
- An Element-aware Multi-representation Model for Law Article Prediction ↗Huilin Zhong, Junsheng Zhou, Weiguang Qu et al.9 citations
- COD3S: Diverse Generation with Discrete Semantic Signatures ↗Nathaniel Weir, João Sedoc, Benjamin Van Durme9 citations
- Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments ↗Sungho Jeon, Michael Strube9 citations
- DualTKB: A Dual Learning Bridge between Text and Knowledge Base ↗Pierre Dognin, Igor Melnyk, Inkit Padhi et al.9 citations
- Language Model Prior for Low-Resource Neural Machine Translation ↗Christos Baziotis, Barry Haddow, Alexandra Birch9 citations
- MLSUM: The Multilingual Summarization CorpusThomas Scialom, Paul-Alexis Dray, Sylvain Lamprier et al.9 citations · our summary
- MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge ↗Sopan Khosla, Shikhar Vashishth, Jill Fain Lehman et al.9 citations
- Personal Information Leakage Detection in Conversations ↗Qiongkai Xu, Lizhen Qu, Zeyu Gao et al.9 citations
- Precise Task Formalization Matters in Winograd Schema Evaluations ↗Haokun Liu, William Huang, Dhara Mungra et al.9 citations
- Semi-Supervised Bilingual Lexicon Induction with Two-way Interaction ↗Xu Zhao, Zihao Wang, Hao Wu et al.9 citations
- Suicidal Risk Detection for Military Personnel ↗Sungjoon Park, Kiwoong Park, Jaimeen Ahn et al.9 citations
- Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots ↗Yuanmeng Yan, Keqing He, Hong Xu et al.8 citations
- Exploiting Sentence Order in Document Alignment ↗Brian Thompson, Philipp Koehn8 citations
- Grounded Compositional Outputs for Adaptive Language Modeling ↗Nikolaos Pappas, Phoebe Mulcaire, Noah A. Smith8 citations
- Improving Bilingual Lexicon Induction for Low Frequency Words ↗Jiaji Huang, Xingyu Cai, Kenneth Church8 citations
- IsOBS: An Information System for Oracle Bone Script ↗Xu Han, Yuzhuo Bai, Keyue Qiu et al. · System Demonstrations8 citations
- Joint Estimation and Analysis of Risk Behavior Ratings in Movie Scripts ↗Victor Martinez, Krishna Somandepalli, Yalda Tehranian-Uhls et al.8 citations
- MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification ↗Qianli Ma, Zhenxi Lin, Jiangyue Yan et al.8 citations
- Modularized Syntactic Neural Networks for Sentence Classification ↗Haiyan Wu, Ying Liu, Shaoyun Shi8 citations
- On the weak link between importance and prunability of attention heads ↗Aakriti Budhraja, Madhura Pande, Preksha Nema et al.8 citations
- PatchBERT: Just-in-Time, Out-of-Vocabulary Patching ↗Sangwhan Moon, Naoaki Okazaki8 citations
- Pre-tokenization of Multi-word Expressions in Cross-lingual Word Embeddings ↗Naoki Otani, Satoru Ozaki, Xingyuan Zhao et al.8 citations
- Routing Enforced Generative Model for Recipe Generation ↗Zhiwei Yu, Hongyu Zang, Xiaojun Wan8 citations
- A Method for Building a Commonsense Inference Dataset based on Basic Events ↗Kazumasa Omura, Daisuke Kawahara, Sadao Kurohashi7 citations
- A Visually-grounded First-person Dialogue Dataset with Verbal and Non-verbal Responses ↗Hisashi Kamezawa, Noriki Nishida, Nobuyuki Shimizu et al.7 citations
- Acrostic Poem Generation ↗Rajat Agarwal, Katharina Kann7 citations
- Affective Event Classification with Discourse-enhanced Self-training ↗Yuan Zhuang, Tianyu Jiang, Ellen Riloff7 citations
- An Embedding Model for Estimating Legislative Preferences from the Frequency and Sentiment of Tweets ↗Gregory Spell, Brian Guay, Sunshine Hillygus et al.7 citations
- An Empirical Study of Generation Order for Machine Translation ↗William Chan, Mitchell Stern, Jamie Kiros et al.7 citations
- Compositional Phrase Alignment and Beyond ↗Yuki Arase, Jun'ichi Tsujii7 citations
- Conversational Document Prediction to Assist Customer Care Agents ↗Jatin Ganhotra, Haggai Roitman, Doron Cohen et al.7 citations
- Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation ↗Robert Munro, Alex (Carmen) Morrison7 citations
- Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference ↗Xiaoan Ding, Tianyu Liu, Baobao Chang et al.7 citations
- High Performance Natural Language Processing ↗Gabriel Ilharco, Cesar Ilharco, Iulia Turc et al. · Tutorial Abstracts7 citations
- Inference Strategies for Machine Translation with Conditional Masking ↗Julia Kreutzer, George Foster, Colin Cherry7 citations
- Modeling the Music Genre Perception across Language-Bound Cultures ↗Elena V. Epure, Guillaume Salha, Manuel Moussallam et al.7 citations
- NwQM: A neural quality assessment framework for Wikipedia ↗Bhanu Prakash Reddy, Sasi Bhushan, Soumya Sarkar et al.7 citations
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