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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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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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Modeling Token-level Uncertainty to Learn Unknown Concepts in SLU via Calibrated Dirichlet Prior RNN

Oct 16, 2020
Yilin Shen, Wenhu Chen, Hongxia Jin


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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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Logic2Text: High-Fidelity Natural Language Generation from Logical Forms

Apr 30, 2020
Zhiyu Chen, Wenhu Chen, Hanwen Zha, Xiyou Zhou, Yunkai Zhang, Sairam Sundaresan, William Yang Wang

* 9 pages, 6 figures 

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Logical Natural Language Generation from Open-Domain Tables

Apr 28, 2020
Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang

* Accepted to ACL 2020 as Long Paper 

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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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VIOLIN: A Large-Scale Dataset for Video-and-Language Inference

Mar 25, 2020
Jingzhou Liu, Wenhu Chen, Yu Cheng, Zhe Gan, Licheng Yu, Yiming Yang, Jingjing Liu

* Accepted to CVPR2020 

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Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs

Jan 08, 2020
Pengda Qin, Xin Wang, Wenhu Chen, Chunyun Zhang, Weiran Xu, William Yang Wang


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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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TabFact: A Large-scale Dataset for Table-based Fact Verification

Oct 08, 2019
Wenhu Chen, Hongmin Wang, Jianshu Chen, Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou, William Yang Wang

* Table-based Fact Verification Dataset on Structured Information 

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Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting

Jun 29, 2019
Shiyang Li, Xiaoyong Jin, Yao Xuan, Xiyou Zhou, Wenhu Chen, Yu-Xiang Wang, Xifeng Yan


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Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention

Jun 09, 2019
Wenhu Chen, Jianshu Chen, Pengda Qin, Xifeng Yan, William Yang Wang

* Accepted to ACL 2019, 9 pages long paper 

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Global Textual Relation Embedding for Relational Understanding

Jun 03, 2019
Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su

* Accepted to ACL 2019. 5 pages, 2 figures 

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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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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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Variational Knowledge Graph Reasoning

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

* Accepted to NAACL 2018 

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Approximate Distribution Matching for Sequence-to-Sequence Learning

Sep 02, 2018
Wenhu Chen, Guanlin Li, Shujie Liu, Zhirui Zhang, Mu Li, Ming Zhou

* 9 pages, 8 figures 

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XL-NBT: A Cross-lingual Neural Belief Tracking Framework

Aug 25, 2018
Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang

* 13 pages, 5 figures, 3 tables, accepted to EMNLP 2018 conference 

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Triangular Architecture for Rare Language Translation

Jul 11, 2018
Shuo Ren, Wenhu Chen, Shujie Liu, Mu Li, Ming Zhou, Shuai Ma

* Accepted to ACL 2018, 10 pages, 5 figures, 5 tables (with 5-5-5-5 high score) 

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No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling

Jul 09, 2018
Xin Wang, Wenhu Chen, Yuan-Fang Wang, William Yang Wang

* ACL 2018. 15 pages, 10 figures, 4 tables, with supplementary material 

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Video Captioning via Hierarchical Reinforcement Learning

Mar 29, 2018
Xin Wang, Wenhu Chen, Jiawei Wu, Yuan-Fang Wang, William Yang Wang

* CVPR 2018, with supplementary material 

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Generative Bridging Network in Neural Sequence Prediction

Mar 17, 2018
Wenhu Chen, Guanlin Li, Shuo Ren, Shujie Liu, Zhirui Zhang, Mu Li, Ming Zhou

* Accepted to NAACL 2018 

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A Semi-supervised Framework for Image Captioning

Jun 24, 2017
Wenhu Chen, Aurelien Lucchi, Thomas Hofmann


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Guided Alignment Training for Topic-Aware Neural Machine Translation

Jul 06, 2016
Wenhu Chen, Evgeny Matusov, Shahram Khadivi, Jan-Thorsten Peter

* 11 pages 

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