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个人简介
My research interests include semantic processing: semantic role labeling (SRL), semantic fit, and lexical semantics -- corpus-based semantic similarity measures, paraphrase generation and document understanding, as well as syntactic parsing and statistical machine translation. At some point I got involved also in dialog systems / bots / NLU (for sales / task completion) and information retrieval (search engine result ranking). I am interested in using and adapting machine learning methods, including deep learning for NLP/NLU – and using linguistically informed learning bias and feature design to make such ML-with-NLP methods more effective. I enjoy mentoring individuals and teams how to take their ideas and domain knowledge (say, in finance) and use best practices in Data Science, NLP and AI in order to increase automation in their pipelines, define useful metrics to guide their efforts, and use human labeling to measure their success.
研究兴趣
论文共 39 篇作者统计合作学者相似作者
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arxiv(2022)
International Conference on Language Resources and Evaluation (LREC)pp.5188-5197, (2022)
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arxiv(2022)
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Conference on Empirical Methods in Natural Language Processing (2015)
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Natural Language Processing of Semitic LanguagesTheory and Applications of Natural Language Processingpp.129-159, (2014)
user-5bd69975530c70d56f390249(2014)
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