An Integrated Architecture for Shallow and Deep Processing

We present an architecture for the integration of shallow and deep NLP components which is aimed at flexible combination of different language technologies for a range of practical current and future applications. In par
We present an architecture for the integration of shallow and deep NLP components which is aimed at flexible combination of different language technologies for a range of practical current and future applications. In particular, we describe the integration of a high-level HPSG parsing system with different high-performance shallow components, ranging from named entity recognition to chunk parsing and shallow clause recognition. The NLP components enrich a representation of natural language text with layers of new XML meta-information using a single shared data structure, called the text chart. We describe details of the integration methods, and show how information extraction and language checking applications for realworld German text benefit from a deep grammatical analysis.
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Author:Berthold Crysmann, Anette Frank, Bernd Kiefer, Stefan Müller, Günter Neumann, Jakub Piskorski, Ulrich Schäfer, Melanie Siegel, Hans Uszkoreit, Feiyu Xu, Markus Becker, Hans-Ulrich Krieger
URN:urn:nbn:de:hebis:30:3-236622
Parent Title (English):Proceedings of ACL-2002, Association for Computational Linguistics 40th Anniversary Meeting
Publisher:University of Pennsylvania
Place of publication:Philadelphia
Document Type:Conference Proceeding
Language:English
Date of Publication (online):2011/12/21
Year of first Publication:2002
Publishing Institution:Univ.-Bibliothek Frankfurt am Main
Release Date:2011/12/21
Tag:Computerlinguistik
Pagenumber:8
First Page:441
Last Page:448
Institutes:Extern
Dewey Decimal Classification:418 Standardsprache; Angewandte Linguistik
Sammlungen:Linguistik
Linguistic-Classification:Linguistik-Klassifikation: Computerlinguistik / Computational linguistics
Licence (German):License Logo Veröffentlichungsvertrag für Publikationen

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