Discourse-sensitive automatic identification of generic expressions
- This paper describes a novel sequence labeling method for identifying generic expressions, which refer to kinds or arbitrary members of a class, in discourse context. The automatic recognition of such expressions is important for any natural language processing task that requires text understanding. Prior work has focused on identifying generic noun phrases; we present a new corpus in which not only subjects but also clauses are annotated for genericity according to an annotation scheme motivated by semantic theory. Our contextaware approach for automatically identifying generic expressions uses conditional random fields and outperforms previous work based on local decisions when evaluated on this corpus and on related data sets (ACE-2 and ACE-2005).
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| Author: | Annemarie FriedrichORCiDGND, Manfred Pinkal |
|---|---|
| URN: | urn:nbn:de:bvb:384-opus4-1056947 |
| Frontdoor URL | https://opus.bibliothek.uni-augsburg.de/opus4/105694 |
| ISBN: | 978-1-941643-72-3OPAC |
| Parent Title (English): | Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), July 26-31, 2015, Beijing, China |
| Publisher: | Association for Computational Linguistics |
| Place of publication: | Stroudsburg, PA |
| Editor: | Chengqing Zong, Michael Strube |
| Type: | Conference Proceeding |
| Language: | English |
| Year of first Publication: | 2015 |
| Publishing Institution: | Universität Augsburg |
| Release Date: | 2023/07/10 |
| First Page: | 1272 |
| Last Page: | 1281 |
| DOI: | https://doi.org/10.3115/v1/p15-1123 |
| Institutes: | Fakultät für Angewandte Informatik |
| Fakultät für Angewandte Informatik / Institut für Informatik | |
| Fakultät für Angewandte Informatik / Institut für Informatik / Lehrstuhl für Computerlinguistik | |
| Dewey Decimal Classification: | 0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik |
| Licence (German): |  Sonstige Open-Access-Lizenz |
