NAACL 2021: all accepted papers
- Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index ↗Roma Patel, Marta Garnelo, Ian Gemp et al.9 citations
- Generating Negative Samples by Manipulating Golden Responses for Unsupervised Learning of a Response Evaluation Model ↗ChaeHun Park, Eugene Jang, Wonsuk Yang et al.9 citations
- Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation ↗Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser9 citations
- Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas ↗Yogarshi Vyas, Miguel Ballesteros9 citations
- Modeling Event Plausibility with Consistent Conceptual Abstraction ↗Ian Porada, Kaheer Suleman, Adam Trischler et al.9 citations
- Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification ↗Andrew Moore, Jeremy Barnes9 citations
- MultiOpEd: A Corpus of Multi-Perspective News Editorials ↗Siyi Liu, Sihao Chen, Xander Uyttendaele et al.9 citations
- Parallel Text Alignment and Monolingual Parallel Corpus Creation from Philosophical Texts for Text Simplification ↗Stefan Paun · Student Research Workshop9 citations
- Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation ↗Samuel Kiegeland, Julia Kreutzer9 citations
- Robust Question Answering Through Sub-part Alignment ↗Jifan Chen, Greg Durrett9 citations
- Supertagging-based Parsing with Linear Context-free Rewriting Systems ↗Thomas Ruprecht, Richard Mörbitz9 citations
- Targeted Adversarial Training for Natural Language Understanding ↗Lis Pereira, Xiaodong Liu, Hao Cheng et al.9 citations
- ActiveAnno: General-Purpose Document-Level Annotation Tool with Active Learning Integration ↗Max Wiechmann, Seid Muhie Yimam, Chris Biemann · Demonstrations8 citations
- Discovering Better Model Architectures for Medical Query Understanding ↗Wei Zhu, Yuan Ni, Xiaoling Wang et al. · Industry Papers8 citations
- Explainable Multi-hop Verbal Reasoning Through Internal Monologue ↗Zhengzhong Liang, Steven Bethard, Mihai Surdeanu8 citations
- Human-like informative conversations: Better acknowledgements using conditional mutual information ↗Ashwin Paranjape, Christopher Manning8 citations
- Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models ↗Anne Beyer, Sharid Loáiciga, David Schlangen8 citations
- Knowledge Router: Learning Disentangled Representations for Knowledge Graphs ↗Shuai Zhang, Xi Rao, Yi Tay et al.8 citations
- Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction ↗Federico Bianchi, Ciro Greco, Jacopo Tagliabue8 citations
- Neural Machine Translation without Embeddings ↗Uri Shaham, Omer Levy8 citations
- Nutri-bullets Hybrid: Consensual Multi-document Summarization ↗Darsh Shah, Lili Yu, Tao Lei et al.8 citations
- Revisiting Document Representations for Large-Scale Zero-Shot Learning ↗Jihyung Kil, Wei-Lun Chao8 citations
- Revisiting Simple Neural Probabilistic Language Models ↗Simeng Sun, Mohit Iyyer8 citations
- Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error Estimation ↗Yiping Jin, Akshay Bhatia, Dittaya Wanvarie · Student Research Workshop8 citations
- Stay Together: A System for Single and Split-antecedent Anaphora ResolutionJuntao Yu, Nafise Sadat Moosavi, Silviu Paun et al.8 citations · our summary
- Why Do Document-Level Polarity Classifiers Fail? ↗Karen Martins, Pedro O.S Vaz-de-Melo, Rodrygo Santos8 citations
- A Tutorial on Evaluation Metrics used in Natural Language Generation ↗Mitesh M. Khapra, Ananya B. Sai · Tutorials7 citations
- An Empirical Study of Generating Texts for Search Engine Advertising ↗Hidetaka Kamigaito, Peinan Zhang, Hiroya Takamura et al. · Industry Papers7 citations
- Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism ↗Shraey Bhatia, Jey Han Lau, Timothy Baldwin7 citations
- Backtranslation Feedback Improves User Confidence in MT, Not Quality ↗Vilém Zouhar, Michal Novák, Matúš Žilinec et al.7 citations
- Beyond Paragraphs: NLP for Long Sequences ↗Iz Beltagy, Arman Cohan, Hannaneh Hajishirzi et al. · Tutorials7 citations
- Cross-Lingual Word Embedding Refinement by $\ell_1$ Norm Optimisation ↗Xutan Peng, Chenghua Lin, Mark Stevenson7 citations
- If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering ↗Vikas Yadav, Steven Bethard, Mihai Surdeanu7 citations
- Learning from Executions for Semantic Parsing ↗Bailin Wang, Mirella Lapata, Ivan Titov7 citations
- Machine Translated Text Detection Through Text Similarity with Round-Trip Translation ↗Hoang-Quoc Nguyen-Son, Tran Thao, Seira Hidano et al.7 citations
- Multi-source Neural Topic Modeling in Multi-view Embedding Spaces ↗Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze7 citations
- NAMER: A Node-Based Multitasking Framework for Multi-Hop Knowledge Base Question Answering ↗Minhao Zhang, Ruoyu Zhang, Lei Zou et al. · Demonstrations7 citations
- Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish. ↗Anastassia Shaitarova, Fabio Rinaldi · Student Research Workshop7 citations
- Syntax-Based Attention Masking for Neural Machine Translation ↗Colin McDonald, David Chiang · Student Research Workshop7 citations
- Text Generation from Discourse Representation StructuresJiangming Liu, Shay B. Cohen, Mirella Lapata7 citations · our summary
- When and Why a Model Fails? A Human-in-the-loop Error Detection Framework for Sentiment Analysis ↗Zhe Liu, Yufan Guo, Jalal Mahmud · Industry Papers7 citations
- Comparison of Grammatical Error Correction Using Back-Translation Models ↗Aomi Koyama, Kengo Hotate, Masahiro Kaneko et al. · Student Research Workshop6 citations
- Cross-lingual Supervision Improves Unsupervised Neural Machine Translation ↗Mingxuan Wang, Hongxiao Bai, Hai Zhao et al. · Industry Papers6 citations
- Crowdsourcing Natural Language Data at Scale: A Hands-On Tutorial ↗Alexey Drutsa, Dmitry Ustalov, Valentina Fedorova et al. · Tutorials6 citations
- Cultural and Geographical Influences on Image Translatability of Words across Languages ↗Nikzad Khani, Isidora Tourni, Mohammad Sadegh Rasooli et al.6 citations
- Decompose, Fuse and Generate: A Formation-Informed Method for Chinese Definition Generation ↗Hua Zheng, Damai Dai, Lei Li et al.6 citations
- Entity Resolution in Open-domain Conversations ↗Mingyue Shang, Tong Wang, Mihail Eric et al. · Industry Papers6 citations
- Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance ↗Sopan Khosla, James Fiacco, Carolyn Rosé6 citations
- FITAnnotator: A Flexible and Intelligent Text Annotation System ↗Yanzeng Li, Bowen Yu, Li Quangang et al. · Demonstrations6 citations
- Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames ↗Shima Khanehzar, Trevor Cohn, Gosia Mikolajczak et al.6 citations
- Generating An Optimal Interview Question Plan Using A Knowledge Graph And Integer Linear Programming ↗Soham Datta, Prabir Mallick, Sangameshwar Patil et al.6 citations
- Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management ↗Zhengxu Hou, Bang Liu, Ruihui Zhao et al.6 citations
- Learning Syntax from Naturally-Occurring Bracketings ↗Tianze Shi, Ozan İrsoy, Igor Malioutov et al.6 citations
- On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly Articles ↗Rakesh Gosangi, Ravneet Arora, Mohsen Gheisarieha et al.6 citations
- Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers ↗Hongfei Xu, Josef van Genabith, Qiuhui Liu et al.6 citations
- SCRIPT: Self-Critic PreTraining of Transformers ↗Erik Nijkamp, Bo Pang, Ying Nian Wu et al.6 citations
- Technical Question Answering across Tasks and Domains ↗Wenhao Yu, Lingfei Wu, Yu Deng et al. · Industry Papers6 citations
- Variance-reduced First-order Meta-learning for Natural Language Processing Tasks ↗Lingxiao Wang, Kevin Huang, Tengyu Ma et al.6 citations
- A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code ↗Nadezhda Chirkova, Sergey Troshin5 citations
- Active$^2$ Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation ↗Rishi Hazra, Parag Dutta, Shubham Gupta et al.5 citations
- Adapting Coreference Resolution for Processing Violent Death Narratives ↗Ankith Uppunda, Susan Cochran, Jacob Foster et al.5 citations
- Bridging Resolution: Making Sense of the State of the ArtHideo Kobayashi, Vincent Ng5 citations · our summary
- Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States ↗Litton J Kurisinkel, Ai Ti Aw, Nancy F Chen · Industry Papers5 citations
- Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering ↗Sohee Yang, Minjoon Seo5 citations
- Distantly Supervised Transformers For E-Commerce Product QA ↗Happy Mittal, Aniket Chakrabarti, Belhassen Bayar et al.5 citations
- Do RNN States Encode Abstract Phonological Alternations? ↗Miikka Silfverberg, Francis Tyers, Garrett Nicolai et al.5 citations
- Does Structure Matter? Encoding Documents for Machine Reading Comprehension ↗Hui Wan, Song Feng, Chulaka Gunasekara et al.5 citations
- End-to-end ASR to jointly predict transcriptions and linguistic annotations ↗Motoi Omachi, Yuya Fujita, Shinji Watanabe et al.5 citations
- Ensemble of MRR and NDCG models for Visual Dialog ↗Idan Schwartz5 citations
- Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle ↗Yikang Shen, Shawn Tan, Alessandro Sordoni et al.5 citations
- Fine-grained Interpretation and Causation Analysis in Deep NLP Models ↗Hassan Sajjad, Narine Kokhlikyan, Fahim Dalvi et al. · Tutorials5 citations
- Learning to Learn to be Right for the Right Reasons ↗Pride Kavumba, Benjamin Heinzerling, Ana Brassard et al.5 citations
- Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality ↗Hyun Gi Lee, Evan Sholle, Ashley Beecy et al.5 citations
- Linguistic Complexity Loss in Text-Based Therapy ↗Jason Wei, Kelly Finn, Emma Templeton et al.5 citations
- Machine-Assisted Script Curation ↗Manuel Ciosici, Joseph Cummings, Mitchell DeHaven et al. · Demonstrations5 citations
- Open-Domain Question Answering with Pre-Constructed Question Spaces ↗Jinfeng Xiao, Lidan Wang, Franck Dernoncourt et al. · Student Research Workshop5 citations
- SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain ↗Ruochen Zhang, Carsten Eickhoff5 citations
- The structure of online social networks modulates the rate of lexical change ↗Jian Zhu, David Jurgens5 citations
- WikiTalkEdit: A Dataset for modeling Editors' behaviors on Wikipedia ↗Kokil Jaidka, Andrea Ceolin, Iknoor Singh et al.5 citations
- Worldly Wise (WoW) - Cross-Lingual Knowledge Fusion for Fact-based Visual Spoken-Question Answering ↗Kiran Ramnath, Leda Sari, Mark Hasegawa-Johnson et al.5 citations
- A Hybrid Approach to Scalable and Robust Spoken Language Understanding in Enterprise Virtual Agents ↗Ryan Price, Mahnoosh Mehrabani, Narendra Gupta et al. · Industry Papers4 citations
- Addressing the Vulnerability of NMT in Input Perturbations ↗Weiwen Xu, Ai Ti Aw, Yang Ding et al. · Industry Papers4 citations
- Almost Free Semantic Draft for Neural Machine Translation ↗Xi Ai, Bin Fang4 citations
- Can Latent Alignments Improve Autoregressive Machine Translation? ↗Adi Haviv, Lior Vassertail, Omer Levy4 citations
- Challenging distributional models with a conceptual network of philosophical terms ↗Yvette Oortwijn, Jelke Bloem, Pia Sommerauer et al.4 citations
- Continuous Model Improvement for Language Understanding with Machine Translation ↗Abdalghani Abujabal, Claudio Delli Bovi, Sungho Ryu et al. · Industry Papers4 citations
- Data and Model Distillation as a Solution for Domain-transferable Fact Verification ↗Mitch Paul Mithun, Sandeep Suntwal, Mihai Surdeanu4 citations
- Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction ↗Ian Wood, Mark Johnson, Stephen Wan4 citations
- Learning Paralinguistic Features from Audiobooks through Style Voice Conversion ↗Zakaria Aldeneh, Matthew Perez, Emily Mower Provost4 citations
- Morphology-Aware Meta-Embeddings for Tamil ↗Arjun Sai Krishnan, Seyoon Ragavan · Student Research Workshop4 citations
- Multi-Adversarial Learning for Cross-Lingual Word Embeddings ↗Haozhou Wang, James Henderson, Paola Merlo4 citations
- Neural Sequence Segmentation as Determining the Leftmost Segments ↗Yangming Li, Lemao Liu, Kaisheng Yao4 citations
- Noise Robust Named Entity Understanding for Voice Assistants ↗Deepak Muralidharan, Joel Ruben Antony Moniz, Sida Gao et al. · Industry Papers4 citations
- On the Embeddings of Variables in Recurrent Neural Networks for Source Code ↗Nadezhda Chirkova4 citations
- ReinforceBug: A Framework to Generate Adversarial Textual Examples ↗Bushra Sabir, Muhammad Ali Babar, Raj Gaire4 citations
- Scalar Adjective Identification and Multilingual RankingAina Garí Soler, Marianna Apidianaki4 citations · our summary
- Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios ↗Haipeng Sun, Rui Wang, Kehai Chen et al.4 citations
- Semantic Frame Forecast ↗Chieh-Yang Huang, Ting-Hao Huang4 citations
- SpanPredict: Extraction of Predictive Document Spans with Neural Attention ↗Vivek Subramanian, Matthew Engelhard, Sam Berchuck et al.4 citations
- Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents ↗Iryna Haponchyk, Alessandro Moschitti4 citations
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