Technical component
SciNoBo RAA
Enabling Reproducible Science through Research Artifact Analysis
This tool performs Research Artifact Analysis (RAA) on scientific texts to extract mentions of Research Artifacts (RAs) such as datasets and software, along with their metadata.
It then deduplicates these mentions to identify the unique RAs that were referenced, used, or created in the text.
Website: SciNoBo services
Publications:
- Empowering Knowledge Discovery from Scientific Literature: A novel approach to Research Artifact Analysis
- Streamlining Knowledge Discovery in Scientific Literature: A Comprehensive End-to-End System for Research Artefact Analysis (submitted to EMNLP 2024)
Resources
Research Artifact Analysis: Identifies software mentions and datasets from scientific publications. It further extracts additional metadata for each artifact.
- Code repository: GitHub; Zenodo: https://doi.org/10.5281/zenodo.20431321
- Demo space: Hugging Face
- Docker container: Docker Hub
Related Articles
SciNoBo: Science No Borders
Haris Papageorgiou from Athena RC presents the SciNoBo toolkit for Open Science and discusses its benefits for science communities.