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An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition


Aug 19, 2022
Hang Yan, Yu Sun, Xiaonan Li, Xipeng Qiu

* Updates for Genia dataset 

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Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding


Aug 19, 2022
Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, Xipeng Qiu

* Accpeted by COLING 2022 

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What Dense Graph Do You Need for Self-Attention?


Jun 09, 2022
Yuxing Wang, Chu-Tak Lee, Qipeng Guo, Zhangyue Yin, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu

* Accepted by ICML 2022. Code is available at https://github.com/yxzwang/Normalized-Information-Payload 

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CoNT: Contrastive Neural Text Generation


May 29, 2022
Chenxin An, Jiangtao Feng, Kai Lv, Lingpeng Kong, Xipeng Qiu, Xuanjing Huang


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BBTv2: Pure Black-Box Optimization Can Be Comparable to Gradient Descent for Few-Shot Learning


May 23, 2022
Tianxiang Sun, Zhengfu He, Hong Qian, Xuanjing Huang, Xipeng Qiu

* Work in progress. Code is publicly available at https://github.com/txsun1997/Black-Box-Tuning 

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Dialogue Meaning Representation for Task-Oriented Dialogue Systems


Apr 23, 2022
Xiangkun Hu, Junqi Dai, Hang Yan, Yi Zhang, Qipeng Guo, Xipeng Qiu, Zheng Zhang


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Rebuild and Ensemble: Exploring Defense Against Text Adversaries


Mar 27, 2022
Linyang Li, Demin Song, Jiehang Zeng, Ruotian Ma, Xipeng Qiu

* work in progress 

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MarkBERT: Marking Word Boundaries Improves Chinese BERT


Mar 12, 2022
Linyang Li, Yong Dai, Duyu Tang, Zhangyin Feng, Cong Zhou, Xipeng Qiu, Zenglin Xu, Shuming Shi

* Work in progress 

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