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"

• Titel: 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"
• Mitwirkende: Opitz, Juri [VerfasserIn]
• Verf.angabe: Juri Alexander Opitz
• Verlagsort: Heidelberg
• Verlag: Universität
• E-Jahr: 2024
• Jahr: 2024-01-17
• Umfang: 1 Online-Ressource (5 Files)
• Fussnoten: Gefördert durch: Leibniz Association (partial funding): SAS2015-IDS-LWC, DFG (partial funding): SPP1999 ; Gesehen am 14.03.2024
• DOI: doi:10.11588/data/RAS7U7
• Datenträger: Online-Ressource
• Dokumenttyp: Forschungsdaten
• Dokumenttyp: Datenbank
• Sprache: eng
• Bibliogr. Hinweis: Forschungsdaten zu: Opitz, Juri, 1988 - : Metrics of graph-based meaning representations with applications from parsing evaluation to explainable NLG evaluation and semantic search
• Sonstige Nr.: Grant number: Leibniz Association SAS2015-IDS-LWC
• Sonstige Nr.: Grant number: DFG SPP1999
• Sach-SW: Computer and Information Science
• K10plus-PPN: 1883466326
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext

Abstract

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).