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An overview on the existing language models for prediction systems as writing assistant tools | IEEE Conference Publication | IEEE Xplore

An overview on the existing language models for prediction systems as writing assistant tools


Abstract:

The prediction task in national language processing means to guess the missing letter, word, phrase, or sentence that likely follow in a given segment of a text. Since 19...Show More

Abstract:

The prediction task in national language processing means to guess the missing letter, word, phrase, or sentence that likely follow in a given segment of a text. Since 1980s many systems with different methods were developed for different languages. In this paper an overview of the existing prediction methods that have been used for more than two decades are described and a general classification of the approaches is presented. The three main categories of the classification are statistical modeling, knowledge-based modeling, and heuristic modeling (adaptive).
Date of Conference: 11-14 October 2009
Date Added to IEEE Xplore: 04 December 2009
ISBN Information:
Print ISSN: 1062-922X
Conference Location: San Antonio, TX, USA

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