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Incremental morphosyntactic disambiguation of nouns in German-language law texts


Sugisaki, Kyoko; Höfler, Stefan (2013). Incremental morphosyntactic disambiguation of nouns in German-language law texts. In: ESSLLI-13 Workshop on Extrinsic Parse Improvement (EPI), Düsseldorf, 12 August 2013 - 16 August 2013.

Abstract

Morphosyntactic disambiguation is a crucial pre-processing step for the recognition of grammatical functions in morphologically rich languages like German and heavily nominalized domains like law texts. This paper explores how far linguistically motivated hard rules can contribute to morphosyntactic disambiguation. It introduces an incremental system that is capable of reducing the rate of morphosyntactically ambiguous nouns in sentences from German-language law texts from 91.12% to 32.31%. The evaluation indicates that disambiguation rules based on feature unification within complex sub-clausal structures such as noun phrase coordinations and participle phrases have the most impact on the reduction of morphosyntactic ambiguity.

Abstract

Morphosyntactic disambiguation is a crucial pre-processing step for the recognition of grammatical functions in morphologically rich languages like German and heavily nominalized domains like law texts. This paper explores how far linguistically motivated hard rules can contribute to morphosyntactic disambiguation. It introduces an incremental system that is capable of reducing the rate of morphosyntactically ambiguous nouns in sentences from German-language law texts from 91.12% to 32.31%. The evaluation indicates that disambiguation rules based on feature unification within complex sub-clausal structures such as noun phrase coordinations and participle phrases have the most impact on the reduction of morphosyntactic ambiguity.

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Additional indexing

Item Type:Conference or Workshop Item (Paper), refereed, original work
Communities & Collections:06 Faculty of Arts > Institute of Computational Linguistics
Dewey Decimal Classification:000 Computer science, knowledge & systems
410 Linguistics
Language:English
Event End Date:16 August 2013
Deposited On:22 Aug 2013 06:22
Last Modified:07 Dec 2017 22:02
Funders:Swiss National Science Foundation
Free access at:Official URL. An embargo period may apply.
Official URL:http://cl.indiana.edu/epi/papers/sugisaki-hoefler.pdf
Related URLs:http://cl.indiana.edu/epi/ (Organisation)

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