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Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation



Mingzhe Li , XieXiong Lin , Xiuying Chen , Jinxiong Chang , Qishen Zhang , Feng Wang , Taifeng Wang , Zhongyi Liu , Wei Chu , Dongyan Zhao , Rui Yan

* Accepted by ACL2022 

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GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Passage Retrieval



Jiduan Liu , Jiahao Liu , Yang Yang , Jingang Wang , Wei Wu , Dongyan Zhao , Rui Yan

* 11 pages, 6 figures 

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Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED



Quzhe Huang , Shibo Hao , Yuan Ye , Shengqi Zhu , Yansong Feng , Dongyan Zhao

* ACL 2022 Main Conference 

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Learning to Express in Knowledge-Grounded Conversation



Xueliang Zhao , Tingchen Fu , Chongyang Tao , Wei Wu , Dongyan Zhao , Rui Yan

* Accepted by NAACL 2022 (main conference) 

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Entailment Graph Learning with Textual Entailment and Soft Transitivity



Zhibin Chen , Yansong Feng , Dongyan Zhao

* 9 pages, 2 figures, accepted to ACL 2022 (main conference) 

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Things not Written in Text: Exploring Spatial Commonsense from Visual Signals



Xiao Liu , Da Yin , Yansong Feng , Dongyan Zhao

* Accepted by ACL 2022 main conference 

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HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling



Shen Gao , Yuchi Zhang , Yongliang Wang , Yang Dong , Xiuying Chen , Dongyan Zhao , Rui Yan

* Accepted by WSDM 2022; Code at https://github.com/gsh199449/HeteroQA 

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Extract, Integrate, Compete: Towards Verification Style Reading Comprehension



Chen Zhang , Yuxuan Lai , Yansong Feng , Dongyan Zhao

* 11 pages, 2 figures, EMNLP 2021 (findings) 

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Exploring Distantly-Labeled Rationales in Neural Network Models



Quzhe Huang , Shengqi Zhu , Yansong Feng , Dongyan Zhao

* ACL 2021 

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Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction



Quzhe Huang , Shengqi Zhu , Yansong Feng , Yuan Ye , Yuxuan Lai , Dongyan Zhao

* ACL 2021 

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