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Towards Efficient NLP: A Standard Evaluation and A Strong Baseline


Oct 13, 2021
Xiangyang Liu, Tianxiang Sun, Junliang He, Lingling Wu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu

* Preprint. Work in progress. 10 pages 

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Paradigm Shift in Natural Language Processing


Sep 26, 2021
Tianxiang Sun, Xiangyang Liu, Xipeng Qiu, Xuanjing Huang

* https://txsun1997.github.io/nlp-paradigm-shift 

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Learning to Teach with Student Feedback


Sep 10, 2021
Yitao Liu, Tianxiang Sun, Xipeng Qiu, Xuanjing Huang


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Accelerating BERT Inference for Sequence Labeling via Early-Exit


Jun 14, 2021
Xiaonan Li, Yunfan Shao, Tianxiang Sun, Hang Yan, Xipeng Qiu, Xuanjing Huang

* Accepted to the ACL 2021 

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Early Exiting with Ensemble Internal Classifiers


May 28, 2021
Tianxiang Sun, Yunhua Zhou, Xiangyang Liu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu


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Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa


Apr 11, 2021
Junqi Dai, Hang Yan, Tianxiang Sun, Pengfei Liu, Xipeng Qiu

* Accepted by NAACL 2021 

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CoLAKE: Contextualized Language and Knowledge Embedding


Oct 01, 2020
Tianxiang Sun, Yunfan Shao, Xipeng Qiu, Qipeng Guo, Yaru Hu, Xuanjing Huang, Zheng Zhang

* Accepted by COLING 2020 

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Pre-trained Models for Natural Language Processing: A Survey


Apr 24, 2020
Xipeng Qiu, Tianxiang Sun, Yige Xu, Yunfan Shao, Ning Dai, Xuanjing Huang

* Invited Review of Science China Technological Sciences 

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Learning Sparse Sharing Architectures for Multiple Tasks


Nov 16, 2019
Tianxiang Sun, Yunfan Shao, Xiaonan Li, Pengfei Liu, Hang Yan, Xipeng Qiu, Xuanjing Huang

* Accepted by AAAI 2020 

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