Large language models for knowledge graph extraction from tables in materials science
Large language models are promising tools for unifying scattered data, extracting information, and creating knowledge graphs.
Authors
- Max Dreger (ORCID: https://orcid.org/0000-0003-4236-1552)
- Michael Eikerling (ORCID: https://orcid.org/0000-0002-0764-8948)
- Kourosh Malek (ORCID: https://orcid.org/0000-0002-3021-0813)
Institutions
- Forschungszentrum Jülich (DE)
- RWTH Aachen University (DE)
Publication Details
- Journal
- Digital Discovery
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1039/d4dd00362d
- Citations
- 4
- Primary Topic
- Machine Learning in Materials Science
- Type
- article
- Field-Weighted Citation Impact
- 2.07
Funders
- University of Connecticut
- Bundesministerium für Bildung und Forschung
- Forschungszentrum Jülich