基本信息
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Bio
My primary research interests lie in the area of natural language processing and machine learning. The core motivation of my research is to develop a general-purpose machine learning system that works across a wide range of tasks and multiple modalities equipped with large-scale knowledge. To achieve this goal, I focus on three research directions:
Multi-task Learning - To generalize to a wide range of tasks.
Multi-modal Learning - To generalize to multiple modalities.
Model Interpretation - To uncover the decision process belied in model.
Multi-task Learning - To generalize to a wide range of tasks.
Multi-modal Learning - To generalize to multiple modalities.
Model Interpretation - To uncover the decision process belied in model.
Research Interests
Papers共 12 篇Author StatisticsCo-AuthorSimilar Experts
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Mingyu Derek Ma,Alexander K. Taylor,Nuan Wen,Yanchen Liu,Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou,Diyi Yang,Xuezhe Ma,Nanyun Peng,Wei Wang
AAAI 2024no. 21 (2024): 23811-23813
arxiv(2024)
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Zefan Cai,Po-Nien Kung, Ashima Suvarna,Mingyu Derek Ma,Hritik Bansal,Baobao Chang,P. Jeffrey Brantingham, Wei Wang,Nanyun Peng
CoRR (2024)
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AAAI 2024no. 17 (2024): 18751-18759
arXiv (Cornell University) (2023)
CoRR (2023): 1813-1829
PROCEEDINGS OF THE 46TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, SIGIR 2023pp.2511-2515, (2023)
ArXiv (2021)
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