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Local Explanation of Dialogue Response Generation


Jun 11, 2021
Yi-Lin Tuan, Connor Pryor, Wenhu Chen, Lise Getoor, William Yang Wang


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ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation


Jun 10, 2021
Wanrong Zhu, Xin Eric Wang, An Yan, Miguel Eckstein, William Yang Wang


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VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation


Jun 08, 2021
Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Eric Wang, William Yang Wang, Tamara Lee Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu

* VALUE is available at https://value-leaderboard.github.io/ 

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Counterfactual Maximum Likelihood Estimation for Training Deep Networks


Jun 07, 2021
Xinyi Wang, Wenhu Chen, Michael Saxon, William Yang Wang

* 10 pages, 2 figures 

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Language-Driven Image Style Transfer


Jun 01, 2021
Tsu-Jui Fu, Xin Eric Wang, William Yang Wang


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Zero-shot Fact Verification by Claim Generation


May 31, 2021
Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang

* ACL-IJCNLP 2021 (main conference, short paper) 

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Comparing Visual Reasoning in Humans and AI


Apr 29, 2021
Shravan Murlidaran, William Yang Wang, Miguel P. Eckstein


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Gaze Perception in Humans and CNN-Based Model


Apr 17, 2021
Nicole X. Han, William Yang Wang, Miguel P. Eckstein


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Language-based Video Editing via Multi-Modal Multi-Level Transformer


Apr 02, 2021
Tsu-Jui Fu, Xin Eric Wang, Scott T. Grafton, Miguel P. Eckstein, William Yang Wang

* 11 pages, 6 figures 

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Diagnosing Vision-and-Language Navigation: What Really Matters


Mar 30, 2021
Wanrong Zhu, Yuankai Qi, Pradyumna Narayana, Kazoo Sone, Sugato Basu, Xin Eric Wang, Qi Wu, Miguel Eckstein, William Yang Wang


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On Hallucination and Predictive Uncertainty in Conditional Language Generation


Mar 28, 2021
Yijun Xiao, William Yang Wang

* EACL 2021 

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DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents


Feb 14, 2021
Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song


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They, Them, Theirs: Rewriting with Gender-Neutral English


Feb 12, 2021
Tony Sun, Kellie Webster, Apu Shah, William Yang Wang, Melvin Johnson


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L2C: Describing Visual Differences Needs Semantic Understanding of Individuals


Feb 03, 2021
An Yan, Xin Eric Wang, Tsu-Jui Fu, William Yang Wang

* EACL-2021 short 

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Dimensions of Transparency in NLP Applications


Jan 02, 2021
Michael Saxon, Sharon Levy, Xinyi Wang, Alon Albalak, William Yang Wang

* 9 pages, 8 figures, 7 tables 

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The Truth is Out There: Investigating Conspiracy Theories in Text Generation


Jan 02, 2021
Sharon Levy, Michael Saxon, William Yang Wang


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Investigating African-American Vernacular English in Transformer-Based Text Generation


Oct 29, 2020
Sophie Groenwold, Lily Ou, Aesha Parekh, Samhita Honnavalli, Sharon Levy, Diba Mirza, William Yang Wang

* 7 pages, EMNLP 2020 

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Unsupervised Multi-hop Question Answering by Question Generation


Oct 23, 2020
Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang

* Technical Report 

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Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation


Oct 18, 2020
Jiannan Xiang, Xin Eric Wang, William Yang Wang

* Findings of EMNLP 2020 

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KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation


Oct 11, 2020
Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang

* Accepted to Main Conference of EMNLP 2020 as Long Paper 

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Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations


Oct 07, 2020
Wanrong Zhu, Xin Eric Wang, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang

* EMNLP 2020 

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SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning


Sep 29, 2020
Tsu-Jui Fu, Xin Eric Wang, Scott Grafton, Miguel Eckstein, William Yang Wang

* 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 Oğuz


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Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation


Jul 01, 2020
Wanrong Zhu, Xin Wang, Tsu-Jui Fu, An Yan, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang


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Cross-lingual Transfer Learning for COVID-19 Outbreak Alignment


Jun 05, 2020
Sharon Levy, William Yang Wang


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Evaluating Transformer-Based Multilingual Text Classification


Apr 30, 2020
Sophie Groenwold, Samhita Honnavalli, Lily Ou, Aesha Parekh, Sharon Levy, Diba Mirza, William Yang Wang

* Total of 15 pages (9 pages for paper, 2 pages for references, 4 pages for appendix). Changed title 

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