Identifying and Handling Cross-Treebank Inconsistencies in UD: A Pilot Study
Year: 2020
Type: other
Abstract: The Universal Dependencies treebanks are a still-growing collection of treebanks for a wide range of languages, all annotated with a common inventory of dependency relations. Yet, the usages of the relations can be categorically different even for treebanks of the same language. We present a pilot study on identifying such inconsistencies in a language-independent way and conduct an experiment which illustrates that a proper handling of inconsistencies can improve parsing performance by several percentage points.
Source: Underline Science Inc.
DOI: 10.48448/3aer-t128
Authors: International Committee for Computational Linguistics 2020, Dönicke, Tillmann, Kuhn, Jonas, Yu, Xiang
Institutions: University of Göttingen, University of Stuttgart
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6929123003
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