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CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search

Nov 03, 2020
Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett

* 5 pages, 3 figures, 2 tables 

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Toward Cross-Lingual Definition Generation for Language Learners

Oct 12, 2020
Cunliang Kong, Liner Yang, Tianzuo Zhang, Qinan Fan, Zhenghao Liu, Yun Chen, Erhong Yang


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Joint Keyphrase Chunking and Salience Ranking with BERT

Apr 28, 2020
Si Sun, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Jie Bao

* 6 pages, 3 figures, 2 tables 

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Coreferential Reasoning Learning for Language Representation

Apr 15, 2020
Deming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Maosong Sun, Zhiyuan Liu


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Conversation Generation with Concept Flow

Nov 07, 2019
Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu


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Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network

Nov 06, 2019
Deming Ye, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Maosong Sun


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Kernel Graph Attention Network for Fact Verification

Oct 23, 2019
Zhenghao Liu, Chenyan Xiong, Maosong Sun

* 8 pages, 8 figures 

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DocRED: A Large-Scale Document-Level Relation Extraction Dataset

Jun 17, 2019
Yuan Yao, Deming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Lixin Huang, Jie Zhou, Maosong Sun

* Accepted by ACL 2019 

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Understanding the Behaviors of BERT in Ranking

Apr 26, 2019
Yifan Qiao, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu

* There is an error in Table 1 and we will update them to correct results. Please refer to MS MARCO Leaderboard for the actually evaluation results 

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