Source code and data for the PhD Thesis "Metrics of Graph-Based Meaning Representations with Applications from Parsing Evaluation to Explainable NLG Evaluation and Semantic Search"

DOI

This dataset contains source code and data used in the PhD thesis "Metrics of Graph-Based Meaning Representations with Applications from Parsing Evaluation to Explainable NLG Evaluation and Semantic Search". The dataset is split into five repositories:

S3BERT: Source code to run experiments for chapter 9 "Building efficient and effective similarity models from MR metrics".

amr-metric-suite, weisfeiler-leman-amr-metrics: Source code to run metric experiments for chapters 4, 5, 6.

amr-argument-sim: Source code to run experiments for chapter 8 "Exploring argumentation with MR metrics".

bamboo-amr-benchmark: Benchmark for testing and developing metrics (chapter 5).

Identifier
DOI https://doi.org/10.11588/DATA/RAS7U7
Related Identifier IsCitedBy https://aclanthology.org/S19-1024/
Related Identifier IsCitedBy https://aclanthology.org/2020.aacl-main.27/
Related Identifier IsCitedBy https://aclanthology.org/2020.tacl-1.34/
Related Identifier IsCitedBy https://aclanthology.org/2021.eacl-main.129/
Related Identifier IsCitedBy https://aclanthology.org/2021.tacl-1.85/
Related Identifier IsCitedBy https://aclanthology.org/2022.aacl-main.48/
Related Identifier IsCitedBy https://aclanthology.org/2021.argmining-1.3/
Related Identifier IsCitedBy https://aclanthology.org/2023.iwcs-1.28/
Related Identifier IsCitedBy https://aclanthology.org/2022.eval4nlp-1.4/
Metadata Access https://heidata.uni-heidelberg.de/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.11588/DATA/RAS7U7
Provenance
Creator Opitz, Juri Alexander
Publisher heiDATA
Contributor Opitz, Juri Alexander
Publication Year 2024
Funding Reference Leibniz Association (partial funding) SAS2015-IDS-LWC ; DFG (partial funding) SPP1999
Rights info:eu-repo/semantics/openAccess
OpenAccess true
Contact Opitz, Juri Alexander (Heidelberg University, Department for Computational Linguistics)
Representation
Resource Type Dataset
Format application/zip
Size 1131552; 2868184; 15357112; 13341; 25797
Version 1.0
Discipline Other