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New Intent Discovery with Pre-training and Contrastive Learning


May 25, 2022
Yuwei Zhang, Haode Zhang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam

* Accepted to ACL 2022 

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Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization


May 15, 2022
Haode Zhang, Haowen Liang, Yuwei Zhang, Liming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam

* NAACL 2022 

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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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