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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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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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Adaptive Chemical Reaction Optimization for Global Numerical Optimization


Jul 09, 2015
James J. Q. Yu , Albert Y. S. Lam , Victor O. K. Li


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Chemical Reaction Optimization for the Set Covering Problem


Feb 01, 2015
James J. Q. Yu , Albert Y. S. Lam , Victor O. K. Li


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An Inter-molecular Adaptive Collision Scheme for Chemical Reaction Optimization


Feb 01, 2015
James J. Q. Yu , Victor O. K. Li , Albert Y. S. Lam


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Optimal V2G Scheduling of Electric Vehicles and Unit Commitment using Chemical Reaction Optimization


Feb 01, 2015
James J. Q. Yu , Victor O. K. Li , Albert Y. S. Lam


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Sensor Deployment for Air Pollution Monitoring Using Public Transportation System


Feb 01, 2015
James J. Q. Yu , Victor O. K. Li , Albert Y. S. Lam


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Real-Coded Chemical Reaction Optimization with Different Perturbation Functions


Feb 01, 2015
James J. Q. Yu , Albert Y. S. Lam , Victor O. K. Li


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