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职业迁徙
个人简介
My research focuses on the role of linguistics, knowledge, and theory in natural language processing and machine learning, sub-fields of artificial intelligence. More specifically, recent work focuses on translation, prediction, deep learning, topic modeling, information retrieval, and Bayesian statistics. Within those broad fields, I have focused on two major sub-fields. First, the process of automatically translating documents through a digital method called machine translation. Second, the use of computer-assisted methods to help digital tool users become more productive. Two major categories of digital tools have been primary in my research: (1) computer-assisted translation (CAT) tools in the localization sector and (2) computer-assisted coding (CAC) tools in the medical sector. Additionally, before research on MT and computer-assisted methods, the focus was on increasing software efficiency in a broad sense, typically dealing with with databases, online software, and big-data. Details of my research are available in my CV and publication list.
研究兴趣
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arxiv(2024)
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ICWSM (2023): 1158-1162
Frontiers in artificial intelligence (2022): 995667
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