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Open Question Answering over Tables and Text

Oct 20, 2020
Wenhu Chen, Ming-Wei Chang, Eva Schlinger, William Wang, William W. Cohen

* Technical Report 

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GAT-GMM: Generative Adversarial Training for Gaussian Mixture Models

Jun 18, 2020
Farzan Farnia, William Wang, Subhro Das, Ali Jadbabaie


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HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data

Apr 15, 2020
Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Wang

* Dataset Description of HybridQA 

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Meta Module Network for Compositional Visual Reasoning

Nov 18, 2019
Wenhu Chen, Zhe Gan, Linjie Li, Yu Cheng, William Wang, Jingjing Liu

* Technical Report on Neural Module Network, 14 pages 

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Fine-tune Bert for DocRED with Two-step Process

Sep 26, 2019
Hong Wang, Christfried Focke, Rob Sylvester, Nilesh Mishra, William Wang


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How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection

Apr 03, 2019
Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Wang

* Accepted to NAACL 2019, 11 pages, 7 figures, 3 tables 

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Scene Graph Generation via Conditional Random Fields

Nov 20, 2018
Weilin Cong, William Wang, Wang-Chien Lee


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Enhancing the Robustness of Prior Network in Out-of-Distribution Detection

Nov 18, 2018
Wenhu Chen, Yilin Shen, Xin Wang, William Wang

* 9 pages, 11 figures 

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MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings

Nov 01, 2018
Hao Yu, Vivek Kulkarni, William Wang


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Variational Knowledge Graph Reasoning

Oct 23, 2018
Wenhu Chen, Wenhan Xiong, Xifeng Yan, William Wang

* Accepted to NAACL 2018 

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Safer Classification by Synthesis

Jul 23, 2018
William Wang, Angelina Wang, Aviv Tamar, Xi Chen, Pieter Abbeel


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