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个人简介
My long-term research goal is to build a robust NLP model that can interact with users to understand natural languages at the human level. To build such a model, I spend time thinking about how to evaluate the robustness of the model under stress test to reveal the real generalization ability of the model. More importantly, the model should be able to interact with users to make trustworthy decisions and improve itself continually. With such a goal, I study human-in-the-loop/interactive learning to enhance the model robustness pre- and post-deployment. I have more specific focus currently:
Human-in-the-loop, interactive learning
Out-of-distribution Generalization
Weakly supervised Learning
Conversational Question Answering; Question Answering
研究兴趣
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EMNLP 2023 (2023): 12998-13011
CoRR (2023)
EMNLP 2023 (2023): 8104-8118
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