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Enhancing Factoid Question Answering Using Frame Semantics

Name: Enhancing Factoid Question Answering Using Frame Semantics
Brand: VDM Verlag
SKU: 06836362
Price: 75.76 EUR
Availability: InStock
Author: Bahadorreza Ofoghi
ISBN: 9783639292701

How FrameNet may Improve Answer Passage Retrieval and Answer Processing Effectiveness in Natural Language Question Answering Systems

Bahadorreza Ofoghi

Jezik

Engleski

Knjiga Meki uvez

Libristo kod: 06836362

Nakladnici VDM Verlag, lipanj 2011

As the rapid rise of information stored in document databases continues, there is a real possibility... Cijeli opis

Libristo kod: 06836362

183 b

75.76 €

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As the rapid rise of information stored in document databases continues, there is a real possibility of using these textual databases in systems that automatically provide answers to questions issued by users in natural language. Identification of candidate answers, within these documents, using Question Answering systems, is a challenging task that has been tackled by many researchers. One of the main problems identified in this domain is to retrieve text passages that potentially contain answers to the questions. Another problem is the extraction of text excerpts that are highly likely to answer the questions. This book discusses the work on utilizing Frame Semantics encapsulated in FrameNet to enhance the performance of semantic QA systems. FrameNet provides scenario-based generalizations over lexical items that share similar semantic backgrounds. This work also addresses some other challenges that influence frame semantic-based QA effectiveness. This includes the level of frame semantic parsing of texts, lexical coverage in FrameNet, and methods to fuse a FrameNet-based answer processing model with a non-semantic model.