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A Systematic Comparison of Syntactic Representations of Dependency Parsing

Published: March 10, 2025 | arXiv ID: 2503.07142v1

By: Guillaume Wisniewski, Ophélie Lacroix

Potential Business Impact:

Makes computer language understanding better for some languages.

Business Areas:
Natural Language Processing Artificial Intelligence, Data and Analytics, Software

We compare the performance of a transition-based parser in regards to different annotation schemes. We pro-pose to convert some specific syntactic constructions observed in the universal dependency treebanks into a so-called more standard representation and to evaluate parsing performances over all the languages of the project. We show that the ``standard'' constructions do not lead systematically to better parsing performance and that the scores vary considerably according to the languages.

Country of Origin
🇩🇰 Denmark

Page Count
7 pages

Category
Computer Science:
Computation and Language