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Effectiveness of Pre-training for Few-shot Intent Classification


Sep 13, 2021
Haode Zhang, Yuwei Zhang, Li-Ming Zhan, Jiaxin Chen, Guangyuan Shi, Xiao-Ming Wu, Albert Y. S. Lam

* Accepted as a short paper in Findings of EMNLP 2021 

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Adaptation-Agnostic Meta-Training


Aug 24, 2021
Jiaxin Chen, Li-Ming Zhan, Xiao-Ming Wu, Fu-Lai Chung

* ICML 2021 AutoML workshop 

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Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training


Jun 17, 2021
Li-Ming Zhan, Haowen Liang, Bo Liu, Lu Fan, Xiao-Ming Wu, Albert Y. S. Lam

* Published as long oral paper in ACL 2021 

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SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering


Feb 18, 2021
Bo Liu, Li-Ming Zhan, Li Xu, Lin Ma, Yan Yang, Xiao-Ming Wu

* ISBI 2021 

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Variational Metric Scaling for Metric-Based Meta-Learning


Dec 26, 2019
Jiaxin Chen, Li-Ming Zhan, Xiao-Ming Wu, Fu-lai Chung

* Accepted by AAAI2020 

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