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


May 19, 2021
Ning Ding, Guangwei Xu, Yulin Chen, Xiaobin Wang, Xu Han, Pengjun Xie, Hai-Tao Zheng, Zhiyuan Liu

* Accepted by ACL-IJCNLP 2021 (long paper), accepted version 

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Prototypical Representation Learning for Relation Extraction


Mar 22, 2021
Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Hai-Tao Zheng, Rui Zhang

* Accepted by ICLR 2021 

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Learning Purified Feature Representations from Task-irrelevant Labels


Feb 22, 2021
Yinghui Li, Ruiyang Liu, Chen Wang, Li Yangning, Ning Ding, Hai-Tao Zheng

* arXiv admin note: substantial text overlap with arXiv:2011.08470 

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Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection


Feb 13, 2021
Wei Wang, Piji Li, Hai-Tao Zheng

* AAAI 2021. The potential ethical issues are also discussed in detail 

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Learning to Augment for Data-Scarce Domain BERT Knowledge Distillation


Jan 20, 2021
Lingyun Feng, Minghui Qiu, Yaliang Li, Hai-Tao Zheng, Ying Shen


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Towards All-around Knowledge Transferring: Learning From Task-irrelevant Labels


Nov 17, 2020
Yinghui Li, Ruiyang Liu, ZiHao Zhang, Ning Ding, Ying Shen, Linmi Tao, Hai-Tao Zheng


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Consistency and Coherency Enhanced Story Generation


Oct 17, 2020
Wei Wang, Piji Li, Hai-Tao Zheng


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Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation


Jul 16, 2020
Ning Ding, Dingkun Long, Guangwei Xu, Muhua Zhu, Pengjun Xie, Xiaobin Wang, Hai-Tao Zheng

* Accepted by ACL 2020 

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Grayscale Data Construction and Multi-Level Ranking Objective for Dialogue Response Selection


Apr 28, 2020
Zibo Lin, Deng Cai, Yan Wang, Xiaojiang Liu, Hai-Tao Zheng, Shuming Shi


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