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Fool Me Twice: Entailment from Wikipedia Gamification


Apr 10, 2021
Julian Martin Eisenschlos, Bhuwan Dhingra, Jannis Bulian, Benjamin Börschinger, Jordan Boyd-Graber

* Published in NAACL 2021 

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Reasoning Over Virtual Knowledge Bases With Open Predicate Relations


Feb 14, 2021
Haitian Sun, Pat Verga, Bhuwan Dhingra, Ruslan Salakhutdinov, William W. Cohen


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Evaluating Explanations: How much do explanations from the teacher aid students?


Dec 01, 2020
Danish Pruthi, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen

* Preprint 

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Weakly- and Semi-supervised Evidence Extraction


Nov 03, 2020
Danish Pruthi, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton

* Accepted to the Findings of EMNLP 2020, to be presented at BlackBoxNLP 

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Differentiable Open-Ended Commonsense Reasoning


Oct 24, 2020
Bill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren, William W. Cohen

* Work in progress. Project page: https://yuchenlin.xyz/opencsr/ 

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ToTTo: A Controlled Table-To-Text Generation Dataset


Apr 30, 2020
Ankur P. Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, Dipanjan Das


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Differentiable Reasoning over a Virtual Knowledge Base


Feb 25, 2020
Bhuwan Dhingra, Manzil Zaheer, Vidhisha Balachandran, Graham Neubig, Ruslan Salakhutdinov, William W. Cohen

* ICLR 2020 

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Learning to Deceive with Attention-Based Explanations


Sep 17, 2019
Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton

* Preprint. Ongoing work 

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PubMedQA: A Dataset for Biomedical Research Question Answering


Sep 13, 2019
Qiao Jin, Bhuwan Dhingra, Zhengping Liu, William W. Cohen, Xinghua Lu

* EMNLP 2019 

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Handling Divergent Reference Texts when Evaluating Table-to-Text Generation


Jun 03, 2019
Bhuwan Dhingra, Manaal Faruqui, Ankur Parikh, Ming-Wei Chang, Dipanjan Das, William W. Cohen

* To appear at ACL 2019 

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Combating Adversarial Misspellings with Robust Word Recognition


May 27, 2019
Danish Pruthi, Bhuwan Dhingra, Zachary C. Lipton

* To appear at ACL 2019 

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Text Generation with Exemplar-based Adaptive Decoding


Apr 10, 2019
Hao Peng, Ankur P. Parikh, Manaal Faruqui, Bhuwan Dhingra, Dipanjan Das

* NAACL 2019 

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Probing Biomedical Embeddings from Language Models


Apr 03, 2019
Qiao Jin, Bhuwan Dhingra, William W. Cohen, Xinghua Lu

* NAACL-HLT 2019 Workshop on Evaluating Vector Space Representations for NLP (RepEval) 

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Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text


Sep 04, 2018
Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Kathryn Mazaitis, Ruslan Salakhutdinov, William W. Cohen

* EMNLP 2018 

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GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations


Jul 02, 2018
Zhilin Yang, Jake Zhao, Bhuwan Dhingra, Kaiming He, William W. Cohen, Ruslan Salakhutdinov, Yann LeCun


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Embedding Text in Hyperbolic Spaces


Jun 12, 2018
Bhuwan Dhingra, Christopher J. Shallue, Mohammad Norouzi, Andrew M. Dai, George E. Dahl

* TextGraphs 2018 

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Neural Models for Reasoning over Multiple Mentions using Coreference


Apr 16, 2018
Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov

* NAACL 2018 (Short Paper) 

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Simple and Effective Semi-Supervised Question Answering


Apr 02, 2018
Bhuwan Dhingra, Danish Pruthi, Dheeraj Rajagopal

* Short paper, NAACL 2018 

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A User Simulator for Task-Completion Dialogues


Nov 13, 2017
Xiujun Li, Zachary C. Lipton, Bhuwan Dhingra, Lihong Li, Jianfeng Gao, Yun-Nung Chen

* 14 pages, 2 Figures 

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Words or Characters? Fine-grained Gating for Reading Comprehension


Sep 11, 2017
Zhilin Yang, Bhuwan Dhingra, Ye Yuan, Junjie Hu, William W. Cohen, Ruslan Salakhutdinov

* Accepted as a conference paper at ICLR 2017 

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Quasar: Datasets for Question Answering by Search and Reading


Aug 09, 2017
Bhuwan Dhingra, Kathryn Mazaitis, William W. Cohen


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Gated-Attention Readers for Text Comprehension


Apr 21, 2017
Bhuwan Dhingra, Hanxiao Liu, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov

* Accepted at ACL 2017 

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Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access


Apr 20, 2017
Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen, Faisal Ahmed, Li Deng

* Accepted at ACL 2017 

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Question Answering from Unstructured Text by Retrieval and Comprehension


Mar 26, 2017
Yusuke Watanabe, Bhuwan Dhingra, Ruslan Salakhutdinov


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Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning


Mar 23, 2017
Lidong Bing, William W. Cohen, Bhuwan Dhingra

* 8 pages, 3 figures 

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Linguistic Knowledge as Memory for Recurrent Neural Networks


Mar 07, 2017
Bhuwan Dhingra, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov


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A Comparative Study of Word Embeddings for Reading Comprehension


Mar 02, 2017
Bhuwan Dhingra, Hanxiao Liu, Ruslan Salakhutdinov, William W. Cohen


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Bootstrapping Distantly Supervised IE using Joint Learning and Small Well-structured Corpora


Aug 11, 2016
Lidong Bing, Bhuwan Dhingra, Kathryn Mazaitis, Jong Hyuk Park, William W. Cohen

* 10 pages, 5 figures 

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Tweet2Vec: Character-Based Distributed Representations for Social Media


May 17, 2016
Bhuwan Dhingra, Zhong Zhou, Dylan Fitzpatrick, Michael Muehl, William W. Cohen

* 6 pages, 2 figures, 4 tables, accepted as conference paper at ACL 2016 

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