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Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge


Nov 20, 2022
Yangning Li, Jiaoyan Chen, Yinghui Li, Tianyu Yu, Xi Chen, Hai-Tao Zheng

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* This work has been submitted to the Neurocomputing. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Few-shot Classification with Hypersphere Modeling of Prototypes


Nov 10, 2022
Ning Ding, Yulin Chen, Ganqu Cui, Xiaobin Wang, Hai-Tao Zheng, Zhiyuan Liu, Pengjun Xie

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* preprint 

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Active Relation Discovery: Towards General and Label-aware Open Relation Extraction


Nov 08, 2022
Yangning Li, Yinghui Li, Xi Chen, Hai-Tao Zheng, Ying Shen, Hong-Gee Kim

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* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation


Oct 29, 2022
Shulin Huang, Shirong Ma, Yinghui Li, Yangning Li, Shiyang Lin, Hai-Tao Zheng, Ying Shen

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* Accepted to EMNLP 2022 GEM Workshop 

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Focus Is What You Need For Chinese Grammatical Error Correction


Oct 27, 2022
Jingheng Ye, Yinghui Li, Shirong Ma, Rui Xie, Wei Wu, Hai-Tao Zheng

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* Submitted to ICASSP2023 (currently under review) 

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A Curriculum Learning Approach for Multi-domain Text Classification Using Keyword weight Ranking


Oct 27, 2022
Zilin Yuan, Yinghui Li, Yangning Li, Rui Xie, Wei Wu, Hai-Tao Zheng

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* Submitted to ICASSP2023 (currently under review) 

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CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations


Aug 23, 2022
Borun Chen, Hongyin Tang, Jingang Wang, Qifan Wang, Hai-Tao Zheng, Wei Wu, Liqian Yu

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* Accepted in COLING 2022 

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Automatic Context Pattern Generation for Entity Set Expansion


Jul 19, 2022
Yinghui Li, Shulin Huang, Xinwei Zhang, Qingyu Zhou, Yangning Li, Ruiyang Liu, Yunbo Cao, Hai-Tao Zheng, Ying Shen

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* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Contextual Similarity is More Valuable than Character Similarity: Curriculum Learning for Chinese Spell Checking


Jul 17, 2022
Ding Zhang, Yinghui Li, Qingyu Zhou, Shirong Ma, Yangning Li, Yunbo Cao, Hai-Tao Zheng

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