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Blessing of Class Diversity in Pre-training


Sep 12, 2022
Yulai Zhao, Jianshu Chen, Simon S. Du


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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

* ACL 2022 Main Conference 

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Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension


Mar 19, 2022
Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen

* Accepted at ACL 2022 

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PRIMA: Planner-Reasoner Inside a Multi-task Reasoning Agent


Feb 13, 2022
Daoming Lyu, Bo Liu, Jianshu Chen


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Planner-Reasoner Inside a Multi-task Reasoning Agent


Feb 01, 2022
Daoming Lyu, Bo Liu, Jianshu Chen


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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

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

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Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge


Sep 12, 2020
Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Claire Cardie


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Comprehensive Image Captioning via Scene Graph Decomposition


Jul 23, 2020
Yiwu Zhong, Liwei Wang, Jianshu Chen, Dong Yu, Yin Li

* Accepted to ECCV 2020 

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On Effective Parallelization of Monte Carlo Tree Search


Jun 15, 2020
Anji Liu, Yitao Liang, Ji Liu, Guy Van den Broeck, Jianshu Chen


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Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension


May 19, 2020
Hongyu Gong, Yelong Shen, Dian Yu, Jianshu Chen, Dong Yu


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