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CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding

Jul 01, 2021
Dong Wang, Ning Ding, Piji Li, Hai-Tao Zheng

* ACL 2021, Main Conference, Long Paper 

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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

* Accepted by ACL-IJCNLP 2021 (long paper) 

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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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ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design

Jul 30, 2018
Ningning Ma, Xiangyu Zhang, Hai-Tao Zheng, Jian Sun

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