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Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data


Apr 05, 2022
Zixuan Ke , Mohammad Kachuee , Sungjin Lee

* ACL WASSA 2022 

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Continual Learning with Knowledge Transfer for Sentiment Classification


Dec 18, 2021
Zixuan Ke , Bing Liu , Hao Wang , Lei Shu

* ECML-PKDD 2020 

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Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks


Dec 18, 2021
Zixuan Ke , Bing Liu , Xingchang Huang

* NeurIPS 2020 

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Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks


Dec 06, 2021
Zixuan Ke , Hu Xu , Bing Liu

* NAACL 2021 
* arXiv admin note: text overlap with arXiv:2112.02714, arXiv:2112.02706 

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CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks


Dec 05, 2021
Zixuan Ke , Bing Liu , Hu Xu , Lei Shu

* EMNLP 2021 

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Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning


Dec 05, 2021
Zixuan Ke , Bing Liu , Nianzu Ma , Hu Xu , Lei Shu

* NeurIPS 2021 

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