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AI Autonomy: Self-Initiation, Adaptation and Continual Learning



Bing Liu , Sahisnu Mazumder , Eric Robertson , Scott Grigsby

* arXiv admin note: substantial text overlap with arXiv:2110.11385 

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Self-Initiated Open World Learning for Autonomous AI Agents



Bing Liu , Eric Robertson , Scott Grigsby , Sahisnu Mazumder


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FLIN: A Flexible Natural Language Interface for Web Navigation



Sahisnu Mazumder , Oriana Riva


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A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining



Jiahua Chen , Shuai Wang , Sahisnu Mazumder , Bing Liu

* Accepted to Proceedings of EMNLP 2020 (Findings) 

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Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job



Bing Liu , Sahisnu Mazumder


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Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon



Shuai Wang , Guangyi Lv , Sahisnu Mazumder , Bing Liu


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Building an Application Independent Natural Language Interface



Sahisnu Mazumder , Bing Liu , Shuai Wang , Sepideh Esmaeilpour


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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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Towards a Continuous Knowledge Learning Engine for Chatbots



Sahisnu Mazumder , Nianzu Ma , Bing Liu


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Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning



Shuai Wang , Mianwei Zhou , Sahisnu Mazumder , Bing Liu , Yi Chang


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