Couverture de A Semantic Approach to Question Answering
Titre du livre:

A Semantic Approach to Question Answering

AV Akademikerverlag (21-06-2012 )

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ISBN-13:

978-3-639-42985-5

ISBN-10:
3639429850
EAN:
9783639429855
Langue du livre:
Anglais
texte du rabat:
Revision with unchanged content. The discipline of question answering (QA) is concerned with the retrieval of accurate answers to natural language questions from a textual corpus. While early QA systems predominantly relied on lexical and syntactic techniques to find the correct answer in a document collection, semantic approaches have become increasingly popular as means of bridging the gap between ques­tions and answers. The author Nico Schlaefer investigates how semantic resources can help to improve the accuracy of QA systems. Semantic parsing techniques are applied to transform questions into semantic structures and to find phrases in the document collection that match these structures. Ontologies are used to extract terms from questions and corpus sentences and to enrich the terms with semantically similar concepts. These resources are evaluated within the Ephyra framework, a state-of-the-art system for domain-independent QA. The book is intended for researchers and developers in the fields of natural language processing and information retrieval. It includes a brief overview of QA and introduces relevant algorithms and concepts from the fields of statistical modeling and graph theory.
Maison d'édition:
AV Akademikerverlag
Site Web:
http://www.akademikerverlag.de/
de (auteur) :
Nico Schlaefer
Numéro de pages:
92
Publié le:
21-06-2012
Stock:
Disponible
Catégorie:
Informatique
Prix:
49.00 €
Mots-clés:
Natural Language Processing, Ontology, Information Retrieval, search, semantics, Language technologies, text retrieval, question answering, query, TREC

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