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Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning



Zixuan Ke , Bing Liu , Nianzu Ma , Hu Xu , Lei Shu

* NeurIPS 2021 

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Lifelong and Interactive Learning of Factual Knowledge in Dialogues



Sahisnu Mazumder , Bing Liu , Shuai Wang , Nianzu Ma

* Accepted in SIGDIAL 2019 

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Forward and Backward Knowledge Transfer for Sentiment Classification



Hao Wang , Bing Liu , Shuai Wang , Nianzu Ma , Yan Yang


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Towards a Continuous Knowledge Learning Engine for Chatbots



Sahisnu Mazumder , Nianzu Ma , Bing Liu


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Lifelong Learning for Sentiment Classification



Zhiyuan Chen , Nianzu Ma , Bing Liu

* ACL 2015 

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