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Contrastive Learning with Hard Negative Entities for Entity Set Expansion



Yinghui Li , Yangning Li , Yuxin He , Tianyu Yu , Ying Shen , Hai-Tao Zheng

* Accepted by SIGIR 2022 (Full Paper) 

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Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models



Ning Ding , Yujia Qin , Guang Yang , Fuchao Wei , Zonghan Yang , Yusheng Su , Shengding Hu , Yulin Chen , Chi-Min Chan , Weize Chen , Jing Yi , Weilin Zhao , Xiaozhi Wang , Zhiyuan Liu , Hai-Tao Zheng , Jianfei Chen , Yang Liu , Jie Tang , Juanzi Li , Maosong Sun

* 49 pages 

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Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information



Fanchao Qi , Chuancheng Lv , Zhiyuan Liu , Xiaojun Meng , Maosong Sun , Hai-Tao Zheng

* Accepted by Findings of ACL 2022 as a long paper. Camera-ready version 

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The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking



Yinghui Li , Qingyu Zhou , Yangning Li , Zhongli Li , Ruiyang Liu , Rongyi Sun , Zizhen Wang , Chao Li , Yunbo Cao , Hai-Tao Zheng

* Long paper, accepted at the Findings of ACL 2022 

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Are we ready for a new paradigm shift? A Survey on Visual Deep MLP



Ruiyang Liu , Yinghui Li , Linmi Tao , Dun Liang , Shi-Min Hu , Hai-Tao Zheng


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OpenPrompt: An Open-source Framework for Prompt-learning



Ning Ding , Shengding Hu , Weilin Zhao , Yulin Chen , Zhiyuan Liu , Hai-Tao Zheng , Maosong Sun


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