Graph-based Natural Language Processing and Information - download pdf or read online

By Rada Mihalcea,Dragomir Radev

ISBN-10: 0521896134

ISBN-13: 9780521896139

Graph conception and the fields of ordinary language processing and data retrieval are well-studied disciplines. generally, those parts were perceived as certain, with diversified algorithms, various functions and assorted capability end-users. even though, contemporary study has proven that those disciplines are in detail hooked up, with a wide number of usual language processing and data retrieval functions discovering effective strategies inside of graph-theoretical frameworks. This 2011 booklet broadly covers using graph-based algorithms for average language processing and data retrieval. It brings jointly themes as different as lexical semantics, textual content summarization, textual content mining, ontology development, textual content type and data retrieval, that are hooked up by way of the typical underlying topic of using graph-theoretical tools for textual content and data processing initiatives. Readers will come away with a company knowing of the foremost equipment and functions in usual language processing and knowledge retrieval that depend upon graph-based representations and algorithms.

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