基本信息
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职业迁徙
个人简介
I used to specialize in using Machine Learning for Natural Language Processing (NLP), especially Information Extraction, Text Classification etc. My specific focus was on using encyclopedic knowledge and semi-supervised learning to reduce the annotation effort and to provide fast and efficient solutions for the scientific community and the industry.
Some of my projects included: sentiment analysis (finding out whether people say good or bad things about Microsoft products); detection of lawyers and clients in email communication and identification of potential conflicts of interest in law firms (for the Frayman Group); coherent dialogue generation for Honda's humanoid robot (Asimo); Reputation assignment (presenting only credible reviews about businesses in Google Maps.)
I'm currently working on my generalist skills, developing systems : frontend and backend.
研究兴趣
论文共 28 篇作者统计合作学者相似作者
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Daniel Khashabi,Mark Sammons,Ben Zhou, Tom Redman,Christos Christodoulopoulos,Vivek Srikumar,Nicholas Rizzolo,Lev-Arie Ratinov, Guanheng Luo,Quang Do,Chen-Tse Tsai,Subhro Roy,
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EMNLP-CoNLL '12: Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learningpp.1234-1244, (2012)
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HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1pp.1375-1384, (2011)
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