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 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 CrysmannORCiDGND, Anette Frank, Bernd Kiefer, Stefan Müller, Günter Neumann, Jakub Piskorski, Ulrich Schäfer, Melanie SiegelORCiDGND, Hans Uszkoreit, Feiyu Xu, Markus Becker, Hans-Ulrich Krieger |
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| URN: | urn:nbn:de:hebis:30:3-236622 |
| DOI: | https://doi.org/10.3115/1073083.1073157 |
| Parent Title (English): | 40th annual meeting of the Association for Computational Linguistics : proceedings of the conference |
| 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: | Universitätsbibliothek Johann Christian Senckenberg |
| Contributing Corporation: | Association for Computational Linguistics |
| Release Date: | 2011/12/21 |
| Tag: | Computerlinguistik Generic NLP Architecture; HPSG Parsing; IE; Shallow NLP; XML |
| Issue: | Art. P0270 |
| Page Number: | 8 |
| First Page: | 441 |
| Last Page: | 448 |
| HeBIS-PPN: | 424198762 |
| Institutes: | Extern |
| Dewey Decimal Classification: | 4 Sprache / 41 Linguistik / 410 Linguistik |
| Sammlungen: | Linguistik |
| Linguistik-Klassifikation: | Linguistik-Klassifikation: Computerlinguistik / Computational linguistics |
| Licence (German): |  Deutsches Urheberrecht |
