Neural Dependency Parser with Biaffine Attention

DOI

This resource contains the code of the dependency parser used in the paper: Fankhauser, et al. (2020). "Evaluating a Dependency Parser on DeReKo". The parser is a re-implementation of the neural dependency parser from Dozat and Manning (2017). In addition, we include two pre-trained models on the German dataset of the SPMRL 2014 Shared Task with slightly different POS tags.

Identifier
DOI https://doi.org/10.11588/data/DZ9MUS
Metadata Access https://heidata.uni-heidelberg.de/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.11588/data/DZ9MUS
Provenance
Creator Fankhauser, Peter; Do, Bich-Ngoc; Kupietz, Marc
Publisher heiDATA
Contributor Do, Ngoc
Publication Year 2023
Rights info:eu-repo/semantics/openAccess
OpenAccess true
Contact Do, Ngoc (Institute of Computational Linguistics, Heidelberg University & Leibniz Institute for German Language)
Representation
Resource Type source code; Dataset
Format text/markdown; application/gzip; application/zip
Size 1869; 232; 379462577; 379348470; 36913
Version 1.0
Discipline Humanities