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Zeitschrift für Sprachwissenschaft


IMPACT FACTOR increased in 2015: 0.333
5-year IMPACT FACTOR: 0.625

SCImago Journal Rank (SJR) 2015: 0.171
Source Normalized Impact per Paper (SNIP) 2015: 0.727
Impact per Publication (IPP) 2015: 0.211

Open Access
Online
ISSN
1613-3706
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Robuste Auszeichnung Grammatischer Funktionen

Manfred Klenner1

1

Citation Information: Zeitschrift für Sprachwissenschaft. Volume 26, Issue 2, Pages 187–211, ISSN (Online) 1613-3706, ISSN (Print) 0721-9067, DOI: https://doi.org/10.1515/ZFS.2007.017, December 2007

Publication History

Received:
2007-02-02
Revised:
2007-06-02
Published Online:
2007-12-04

Abstract

We introduce a robust and shallow approach for grammatical role labeling (dependency labeling) where data-driven and theory-driven aspects are combined in a principled way. A classifier provides empirically justified weights, linguistic theory contributes well-motivated global restrictions, both are combined under the regiment of optimization. The empirical results of our approach are promising. However, we have made idealized assumptions (small inventory of dependency relations and treebank-derived chunks) that clearly must be replaced by a realistic setting.

Keywords: Dependency Labeling; Grammatical Role Labeling; Integer Linear Programming; Statistical Natural Language Processing; Subcategorization

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