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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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DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking


Sep 29, 2022
Shen Huang, Yuchen Zhai, Xinwei Long, Yong Jiang, Xiaobin Wang, Yin Zhang, Pengjun Xie

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* Accepted to NLPCC2022, 10 pages 

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Domain-Specific NER via Retrieving Correlated Samples


Aug 27, 2022
Xin Zhang, Yong Jiang, Xiaobin Wang, Xuming Hu, Yueheng Sun, Pengjun Xie, Meishan Zhang

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* Accepted by COLING 2022 

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Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations


Apr 22, 2022
Xin Zhang, Guangwei Xu, Yueheng Sun, Meishan Zhang, Xiaobin Wang, Min Zhang

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* Accepted by ACL 2022 main conf 

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Parallel Instance Query Network for Named Entity Recognition


Mar 20, 2022
Yongliang Shen, Xiaobin Wang, Zeqi Tan, Guangwei Xu, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang

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* Accepted to ACL 2022, camera ready version 

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DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition


Mar 01, 2022
Xinyu Wang, Yongliang Shen, Jiong Cai, Tao Wang, Xiaobin Wang, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang, Kewei Tu, Wei Lu, Yong Jiang

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* Our Knowledge-based NER system wins 10 out of 13 tracks in the SemEval-2022 MultiCoNER shared task 

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Double Thompson Sampling in Finite stochastic Games


Feb 28, 2022
Shuqing Shi, Xiaobin Wang, Zhiyou Yang, Fan Zhang, Hong Qu

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AISHELL-NER: Named Entity Recognition from Chinese Speech


Feb 17, 2022
Boli Chen, Guangwei Xu, Xiaobin Wang, Pengjun Xie, Meishan Zhang, Fei Huang

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Few-NERD: A Few-Shot Named Entity Recognition Dataset


Jun 02, 2021
Ning Ding, Guangwei Xu, Yulin Chen, Xiaobin Wang, Xu Han, Pengjun Xie, Hai-Tao Zheng, Zhiyuan Liu

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* Accepted by ACL-IJCNLP 2021 (long paper) 

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