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FixMyPose: Pose Correctional Captioning and Retrieval


Apr 04, 2021
Hyounghun Kim, Abhay Zala, Graham Burri, Mohit Bansal

* AAAI 2021 (18 pages, 16 figures; webpage: https://fixmypose-unc.github.io/

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Improving and Simplifying Pattern Exploiting Training


Mar 22, 2021
Derek Tam, Rakesh R Menon, Mohit Bansal, Shashank Srivastava, Colin Raffel

* 11 pages, 2 figures 

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Dual Reinforcement-Based Specification Generation for Image De-Rendering


Mar 02, 2021
Ramakanth Pasunuru, David Rosenberg, Gideon Mann, Mohit Bansal

* AAAI 2021 Scientific Document Understanding Workshop (9 pages) 

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Data Augmentation for Abstractive Query-Focused Multi-Document Summarization


Mar 02, 2021
Ramakanth Pasunuru, Asli Celikyilmaz, Michel Galley, Chenyan Xiong, Yizhe Zhang, Mohit Bansal, Jianfeng Gao

* AAAI 2021 (13 pages) 

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Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling


Feb 11, 2021
Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu

* 12 pages, 5 figures, 11 tables. - Happy Chinese New Year! 

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When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data


Feb 10, 2021
Peter Hase, Mohit Bansal

* 25 pages, 20 figures 

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Unifying Vision-and-Language Tasks via Text Generation


Feb 04, 2021
Jaemin Cho, Jie Lei, Hao Tan, Mohit Bansal

* 16 pages, 4 figures, 13 tables 

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Robustness Gym: Unifying the NLP Evaluation Landscape


Jan 13, 2021
Karan Goel, Nazneen Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré

* 34 pages, 8 figures, 6 tables 

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FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging


Dec 31, 2020
Han Guo, Nazneen Fatema Rajani, Peter Hase, Mohit Bansal, Caiming Xiong

* 18 pages 

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I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling


Dec 28, 2020
Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston

* 15 pages 

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I like fish, especially dolphins: Addressing Contradictions in Dialogue Modelling


Dec 24, 2020
Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston

* 15 pages 

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To what extent do human explanations of model behavior align with actual model behavior?


Dec 24, 2020
Grusha Prasad, Yixin Nie, Mohit Bansal, Robin Jia, Douwe Kiela, Adina Williams

* 10 pages, 3 figures, 2 tables 

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HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification


Nov 16, 2020
Yichen Jiang, Shikha Bordia, Zheng Zhong, Charles Dognin, Maneesh Singh, Mohit Bansal

* Findings of EMNLP 2020 (20 pages) 

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ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments


Nov 15, 2020
Hyounghun Kim, Abhay Zala, Graham Burri, Hao Tan, Mohit Bansal

* EMNLP Findings 2020 (18 pages; extended to Hindi) 

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DORB: Dynamically Optimizing Multiple Rewards with Bandits


Nov 15, 2020
Ramakanth Pasunuru, Han Guo, Mohit Bansal

* EMNLP 2020 (15 pages) 

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ConjNLI: Natural Language Inference Over Conjunctive Sentences


Oct 21, 2020
Swarnadeep Saha, Yixin Nie, Mohit Bansal

* EMNLP 2020 (14 pages) 

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What is More Likely to Happen Next? Video-and-Language Future Event Prediction


Oct 15, 2020
Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal

* EMNLP 2020 (17 pages) 

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Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision


Oct 14, 2020
Hao Tan, Mohit Bansal

* EMNLP 2020 (15 pages) 

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ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization


Oct 09, 2020
Shiyue Zhang, Benjamin Frey, Mohit Bansal

* EMNLP 2020 (19 pages) 

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What Can We Learn from Collective Human Opinions on Natural Language Inference Data?


Oct 08, 2020
Yixin Nie, Xiang Zhou, Mohit Bansal

* EMNLP 2020 (13 pages) 

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Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?


Oct 08, 2020
Peter Hase, Shiyue Zhang, Harry Xie, Mohit Bansal

* EMNLP 2020 Findings (17 pages) 

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PRover: Proof Generation for Interpretable Reasoning over Rules


Oct 06, 2020
Swarnadeep Saha, Sayan Ghosh, Shashank Srivastava, Mohit Bansal

* EMNLP 2020 (15 pages) 

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Evaluating Interactive Summarization: an Expansion-Based Framework


Sep 17, 2020
Ori Shapira, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Yael Amsterdamer, Ido Dagan


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SuperPAL: Supervised Proposition ALignment for Multi-Document Summarization and Derivative Sub-Tasks


Sep 01, 2020
Ori Ernst, Ori Shapira, Ramakanth Pasunuru, Michael Lepioshkin, Jacob Goldberger, Mohit Bansal, Ido Dagan


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Towards Robustifying NLI Models Against Lexical Dataset Biases


May 13, 2020
Xiang Zhou, Mohit Bansal

* ACL 2020 (13 pages) 

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Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA


May 13, 2020
Hyounghun Kim, Zineng Tang, Mohit Bansal

* ACL 2020 (11 pages) 

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MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning


May 11, 2020
Jie Lei, Liwei Wang, Yelong Shen, Dong Yu, Tamara L. Berg, Mohit Bansal

* ACL 2020 (12 pages) 

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