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RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering

Oct 21, 2020
Srinivasan Iyer, Sewon Min, Yashar Mehdad, Wen-tau Yih


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Efficient One-Pass End-to-End Entity Linking for Questions

Oct 06, 2020
Belinda Z. Li, Sewon Min, Srinivasan Iyer, Yashar Mehdad, Wen-tau Yih

* 9 pages, EMNLP 2020 

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Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval

Sep 27, 2020
Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Wen-tau Yih, Sebastian Riedel, Douwe Kiela, Barlas Ońüuz


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Language Models as Fact Checkers?

Jun 07, 2020
Nayeon Lee, Belinda Z. Li, Sinong Wang, Wen-tau Yih, Hao Ma, Madian Khabsa

* Accepted in FEVER Workshop (ACL2020) 

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Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

May 22, 2020
Patrick Lewis, Ethan Perez, Aleksandara Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich K√ľttler, Mike Lewis, Wen-tau Yih, Tim Rockt√§schel, Sebastian Riedel, Douwe Kiela


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TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data

May 17, 2020
Pengcheng Yin, Graham Neubig, Wen-tau Yih, Sebastian Riedel

* To Appear at ACL 2020 

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An Imitation Game for Learning Semantic Parsers from User Interaction

May 02, 2020
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su

* 17 pages, 6 figures 

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Dense Passage Retrieval for Open-Domain Question Answering

May 02, 2020
Vladimir Karpukhin, Barlas Ońüuz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih

* corrected typos in Table 3; add a paragraph in Sec. 6.2 

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Unsupervised Question Decomposition for Question Answering

Feb 22, 2020
Ethan Perez, Patrick Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela


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Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study

Oct 11, 2019
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih

* 14 pages, 4 figures, accepted to EMNLP 2019 

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Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text

Sep 18, 2019
Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark

* Accepted to EMNLP 2019 as a long paper. This revision fixed a typo in an author name in references 

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Be Consistent! Improving Procedural Text Comprehension using Label Consistency

Jun 21, 2019
Xinya Du, Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, Claire Cardie

* NAACL 2019 

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QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships

Nov 20, 2018
Oyvind Tafjord, Peter Clark, Matt Gardner, Wen-tau Yih, Ashish Sabharwal

* 9 pages, AAAI 2019 

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FlowQA: Grasping Flow in History for Conversational Machine Comprehension

Oct 06, 2018
Hsin-Yuan Huang, Eunsol Choi, Wen-tau Yih

* 11 pages, 4 figures 

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Dissecting Contextual Word Embeddings: Architecture and Representation

Sep 27, 2018
Matthew E. Peters, Mark Neumann, Luke Zettlemoyer, Wen-tau Yih

* EMNLP 2018 

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Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations

Sep 05, 2018
Dipendra Misra, Ming-Wei Chang, Xiaodong He, Wen-tau Yih

* Accepted at EMNLP 2018 

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Reasoning about Actions and State Changes by Injecting Commonsense Knowledge

Aug 29, 2018
Niket Tandon, Bhavana Dalvi Mishra, Joel Grus, Wen-tau Yih, Antoine Bosselut, Peter Clark

* Accepted at EMNLP 2018. Niket Tandon and Bhavana Dalvi Mishra contributed equally to this work 

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QuAC : Question Answering in Context

Aug 28, 2018
Eunsol Choi, He He, Mohit Iyyer, Mark Yatskar, Wen-tau Yih, Yejin Choi, Percy Liang, Luke Zettlemoyer

* EMNLP Camera Ready 

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Natural Language to Structured Query Generation via Meta-Learning

Jul 18, 2018
Po-Sen Huang, Chenglong Wang, Rishabh Singh, Wen-tau Yih, Xiaodong He

* in NAACL HLT 2018 

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Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension

May 17, 2018
Bhavana Dalvi Mishra, Lifu Huang, Niket Tandon, Wen-tau Yih, Peter Clark

* In Proc. NAACL'2018 

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Cross-Sentence N-ary Relation Extraction with Graph LSTMs

Aug 12, 2017
Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova, Wen-tau Yih

* Transactions of the Association for Computational Linguistics (TACL) 2017, Vol 5 
* Conditional accepted by TACL in December 2016; published in April 2017; presented at ACL in August 2017 

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A Knowledge-Grounded Neural Conversation Model

Feb 07, 2017
Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Wen-tau Yih, Michel Galley

* 10 pages 

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Answering Complicated Question Intents Expressed in Decomposed Question Sequences

Nov 04, 2016
Mohit Iyyer, Wen-tau Yih, Ming-Wei Chang


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Reasoning in Vector Space: An Exploratory Study of Question Answering

Feb 26, 2016
Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng, Paul Smolensky


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Basic Reasoning with Tensor Product Representations

Jan 12, 2016
Paul Smolensky, Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng


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Embedding Entities and Relations for Learning and Inference in Knowledge Bases

Aug 29, 2015
Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng

* 12 pages, 4 figures 

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Learning Multi-Relational Semantics Using Neural-Embedding Models

Nov 14, 2014
Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng

* 7 pages, 2 figures, NIPS 2014 workshop on Learning Semantics 

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Learning Semantic Representations for the Phrase Translation Model

Nov 28, 2013
Jianfeng Gao, Xiaodong He, Wen-tau Yih, Li Deng


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