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- W1807656721 abstract "With rapidly growing online resources, such as Wikipedia, Twitter, or Facebook, there is an increasing number of languages that have a Web presence, and correspondingly there is a growing need for effective solutions for multilingual natural language processing. In this talk, I will explore the hypothesis that a multilingual representation can enrich the feature space for natural language processing tasks, and lead to significant improvements over traditional solutions that rely exclusively on a monolingual representation. Specifically, I will describe experiments performed on three different tasks: word sense disambiguation, subjectivity analysis, and text semantic similarity, and show how the use of a multilingual representation can leverage additional information from the languages in the multilingual space, and thus improve over the use of only one language at a time. This is joint work with Samer Hassan and Carmen Banea." @default.
- W1807656721 created "2016-06-24" @default.
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- W1807656721 date "2012-04-23" @default.
- W1807656721 modified "2023-09-28" @default.
- W1807656721 title "Multilingual Natural Language Processing" @default.
- W1807656721 hasPublicationYear "2012" @default.
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