Accompanying Code and Models for Chapter 5 of the PhD Thesis "Global Inference and Local Syntax Representations for Event Extraction"

DOI

This release contains the source code used for Chapter 5 of the PhD thesis "Global Inference and Local Syntax Representations for Event Extraction". It contains the implementation of the modular, graph-based event extractor described there.

Furthermore, the release contains five models produced with the Graph Convolution Network and an repeated negative undersampling probability of 0.9. These five models can either be used alone, or, as intended, as part of a boostrap aggregating implementation of the event extractor.

For more information, see the README.md.

Identifier
DOI https://doi.org/10.11588/data/Z1RKOI
Metadata Access https://heidata.uni-heidelberg.de/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.11588/data/Z1RKOI
Provenance
Creator Judea, Alex
Publisher heiDATA
Contributor Judea, Alex
Publication Year 2021
Rights info:eu-repo/semantics/openAccess
OpenAccess true
Contact Judea, Alex
Representation
Resource Type Dataset
Format application/zip; application/gzip; text/markdown
Size 61475; 10468156718; 3863
Version 1.0
Discipline Other