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PIVOINE: Instruction Tuning for Open-world Information Extraction


May 24, 2023
Keming Lu, Xiaoman Pan, Kaiqiang Song, Hongming Zhang, Dong Yu, Jianshu Chen

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OASum: Large-Scale Open Domain Aspect-based Summarization


Dec 19, 2022
Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda Petzold, Dong Yu

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ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion


Dec 06, 2022
Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen

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* ICDMW 2022 

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Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models


Oct 28, 2022
Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen

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Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks


Oct 01, 2022
Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji

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* Under review 

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C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References


Mar 22, 2022
Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen

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* ACL 2022 Main Conference 

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Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories


Oct 27, 2021
Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu

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* 11 pages. Accepted to the main conference of EMNLP 2021 (long paper) 

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Improving Question Answering with External Knowledge


Feb 03, 2019
Xiaoman Pan, Kai Sun, Dian Yu, Heng Ji, Dong Yu

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Describing a Knowledge Base


Sep 30, 2018
Qingyun Wang, Xiaoman Pan, Lifu Huang, Boliang Zhang, Zhiying Jiang, Heng Ji, Kevin Knight

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* 12 pages. Accepted by The 11th International Conference on Natural Language Generation (INLG 2018) Code at https://github.com/EagleW/Describing_a_Knowledge_Base 

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Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment


Sep 27, 2016
Tao Ge, Qing Dou, Xiaoman Pan, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou

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* 10 pages 

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