Cross lingual text classification apparatus and method

Data processing: speech signal processing – linguistics – language – Linguistics – Natural language

Reexamination Certificate

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C704S008000

Reexamination Certificate

active

07467079

ABSTRACT:
A text classification apparatus directed to a plurality of languages, includes a unit for extracting information for converting a word from non-classified (unlabeled) texts, in a plurality of languages, into a word sense, a unit for learning a classification knowledge at a word sense level after converting a word extracted from a labeled text into a word sense, a unit for learning a classification knowledge at a word level from the labeled text, a unit for learning the classification knowledge at the word level from the classification knowledge at the word sense level and information on a relation between words extracted from the unlabeled text, and a unit for combining the respective classification knowledges to assign a category.

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IBM Technical Disclosure Bulletin, “Algorithms for Disambiguating Word Senses in Thesauri”, Sep. 1992, vol. 35, Issue 4B, pp. 81-82.

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