Work

Identifying and Handling Cross-Treebank Inconsistencies in UD: A Pilot Study

Year: 2020

Type: conference-paper

Abstract: The Universal Dependencies treebanks 1 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: GoeScholar The Publication Server of the Georg-August-Universität Göttingen (Georg-August-Universität Göttingen)

Authors: Tillmann Dönicke, Yu Xiang, Jonas Kuhn

Language: English

Topic: Natural Language Processing Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W3118329096

FWCI:

Cites: 9

Cited by:

Related to: 20