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Retrieval-based Disentanglement with Distant Supervision


Dec 15, 2022
Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Lei Chen

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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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Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages


Oct 18, 2022
Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Mehdi Rezagholizadeh, Jimmy Lin

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Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering


Apr 12, 2022
Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen

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* Accepted by ACL 2022 main conference; The dataset and code are available at https://github.com/jzhoubu/HLP 

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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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MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image Inpainting


Mar 12, 2022
Xiaoguang Li, Qing Guo, Di Lin, Ping Li, Wei Feng, Song Wang

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* Accepted by CVPR 2022 

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Read before Generate! Faithful Long Form Question Answering with Machine Reading


Mar 01, 2022
Dan Su, Xiaoguang Li, Jindi Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung

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* long paper, accepted to ACL 2022 findings 

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Unsupervised Open-Domain Question Answering


Aug 31, 2021
Pengfei Zhu, Xiaoguang Li, Jian Li, Hai Zhao

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JPGNet: Joint Predictive Filtering and Generative Network for Image Inpainting


Jul 24, 2021
Qing Guo, Xiaoguang Li, Felix Juefei-Xu, Hongkai Yu, Yang Liu, Song wang

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* This work has been accepted to ACM-MM 2021 

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