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Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference


Jun 01, 2021
Tuan Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran

* Accepted by ACL 2021 

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Towards Dark Jargon Interpretation in Underground Forums


Nov 05, 2020
Dominic Seyler, Wei Liu, XiaoFeng Wang, ChengXiang Zhai


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A Level-wise Taxonomic Perspective on Automated Machine Learning to Date and Beyond: Challenges and Opportunities


Nov 01, 2020
Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, ChengXiang Zhai, Kalyan Veeramachaneni

* 35 pages, survey article, 3 figures 

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Drink bleach or do what now? Covid-HeRA: A dataset for risk-informed health decision making in the presence of COVID19 misinformation


Oct 17, 2020
Arkin Dharawat, Ismini Lourentzou, Alex Morales, ChengXiang Zhai


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Multi-task Learning for Multilingual Neural Machine Translation


Oct 06, 2020
Yiren Wang, ChengXiang Zhai, Hany Hassan Awadalla

* EMNLP 2020 

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Improving N-gram Language Models with Pre-trained Deep Transformer


Nov 22, 2019
Yiren Wang, Hongzhao Huang, Zhe Liu, Yutong Pang, Yongqiang Wang, ChengXiang Zhai, Fuchun Peng


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Adapting Sequence to Sequence models for Text Normalization in Social Media


Apr 12, 2019
Ismini Lourentzou, Kabir Manghnani, ChengXiang Zhai

* Accepted at the 13th International AAAI Conference on Web and Social Media (ICWSM 2019) 

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JIM: Joint Influence Modeling for Collective Search Behavior


Mar 01, 2019
Shubhra Kanti Karmaker Santu, Liangda Li, Yi Chang, ChengXiang Zhai


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On Application of Learning to Rank for E-Commerce Search


Mar 01, 2019
Shubhra Kanti Karmaker Santu, Parikshit Sondhi, ChengXiang Zhai


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Non-Autoregressive Machine Translation with Auxiliary Regularization


Feb 22, 2019
Yiren Wang, Fei Tian, Di He, Tao Qin, ChengXiang Zhai, Tie-Yan Liu

* AAAI 2019 

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Identifying Compromised Accounts on Social Media Using Statistical Text Analysis


Apr 19, 2018
Dominic Seyler, Lunan Li, ChengXiang Zhai

* 10 pages 

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