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Improving Robustness and Generality of NLP Models Using Disentangled Representations


Sep 21, 2020
Jiawei Wu, Xiaoya Li, Xiang Ao, Yuxian Meng, Fei Wu, Jiwei Li


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Analyzing COVID-19 on Online Social Media: Trends, Sentiments and Emotions


Jun 05, 2020
Xiaoya Li, Mingxin Zhou, Jiawei Wu, Arianna Yuan, Fei Wu, Jiwei Li


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Towards Cognitive Routing based on Deep Reinforcement Learning


Mar 19, 2020
Jiawei Wu, Jianxue Li, Yang Xiao, Jun Liu

* 6 pages, 7 figures 

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Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification


Sep 09, 2019
Jiawei Wu, Wenhan Xiong, William Yang Wang

* 11pages, 5 figures, accepted to EMNLP 2019 

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TWEETQA: A Social Media Focused Question Answering Dataset


Jul 14, 2019
Wenhan Xiong, Jiawei Wu, Hong Wang, Vivek Kulkarni, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang

* ACL 2019 

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Self-Supervised Dialogue Learning


Jun 30, 2019
Jiawei Wu, Xin Wang, William Yang Wang

* 11pages, 2 figures, accepted to ACL 2019 

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VATEX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research


Apr 06, 2019
Xin Wang, Jiawei Wu, Junkun Chen, Lei Li, Yuan-Fang Wang, William Yang Wang

* Technical Report. 16 pages, 14 figures, 6 tables 

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Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation


Apr 04, 2019
Jiawei Wu, Xin Wang, William Yang Wang

* 11 pages, 3 figures. Accepted to NAACL 2019 

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Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing


Mar 06, 2019
Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang

* NAACL 2019 

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Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning


Nov 23, 2018
Xin Wang, Jiawei Wu, Da Zhang, Yu Su, William Yang Wang

* Accepted to AAAI 2019 

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Reinforced Co-Training


Apr 17, 2018
Jiawei Wu, Lei Li, William Yang Wang

* 11 pages, 3 figures. Accepted to NAACL 2018 

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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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Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs


Sep 22, 2016
Jiawei Wu, Ruobing Xie, Zhiyuan Liu, Maosong Sun

* 10 pages, 3 figures 

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