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Pre-training Language Models with Deterministic Factual Knowledge


Oct 20, 2022
Shaobo Li, Xiaoguang Li, Lifeng Shang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu

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* Accepted at EMNLP 2022 

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How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis


Mar 31, 2022
Shaobo Li, Xiaoguang Li, Lifeng Shang, Zhenhua Dong, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu

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* Accepted at Findings of ACL 2022 

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Integrating Regular Expressions with Neural Networks via DFA


Sep 07, 2021
Shaobo Li, Qun Liu, Xin Jiang, Yichun Yin, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Lifeng Shang

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HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions


Dec 31, 2020
Shaobo Li, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Chengjie Sun, Zhenzhou Ji, Bingquan Liu

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* Accepted at AAAI 2021 

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Incorporating Loose-Structured Knowledge into Conversation Modeling via Recall-Gate LSTM


Feb 06, 2017
Zhen Xu, Bingquan Liu, Baoxun Wang, Chengjie Sun, Xiaolong Wang

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* under review of IJCNN 2017; 10 pages, 5 figures 

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