- 16.12.2025 Safe and secure use of AI in research projects, Jupyter Book, workbook
- 22.10.2025 Responsible use of AI in Research
- 14.10.2025 Questionable Practices in the use of AI
- 07.10.2025 AI for Research Data Management and Open Science
- 15.09.2025 FDZ UB Mannheim: Three challenges in establishing sustainable research data management, data science, and AI services, Data-Science-Community Workshop, paper
- 14.03.2025, Perplexity-inspired metasearch-based alternatives to FAIR GPT: Open-source AI consultants for RDM, E-Science-Tage 2025, paper
- 14.03.2025 LLM4DDC: Adopting Large Language Models for Research Data Classification Using Dewey Decimal Classification
- 13.03.2025, Institutional Data Science Services at FDZ UB Mannheim: Enhancing Research Data Management, E-Science-Tage 2025, paper
- bbw is a tool for entity linking, entity typing and relation extraction using any Wikibase knowledge graph (e.g., Wikidata) and meta-lookup (metasearch over SearX) [docs], [paper]
- spaCyOpenTapioca is a spaCy pipeline for named entity linker OpenTapioca [spaCy Universe], [docs]
- Reichsanzeiger NLP is a NER/NEL corpus & annotation guidelines for the historical German newspaper "Deutscher Reichsanzeiger und Preußischer Staatsanzeiger" (1819-1945)
- blatt is a NLP-helper for OCR-ed pages in PAGE XML format (it's used to structure data from OCR-ed pages) [docs]
- cas2iob is a converter of UIMA CAS XMI files exported from the INCEpTION annotation platform into IOB TSV files
- madabi is a repo containing ongoing work on building Mannheim Data Bibliography for MADATA
- Wikibase knowledge graphs is a list of open source tools and resources related to Wikibase knowledge graphs
- RaiseWikibase is a tool for fast knowledge graph creation with Wikibase [docs]
- Aktienführer Knowledge Graph is a (meta)data KG for the German listed stock companies from the Hoppenstedt-Aktienführer from 1956 to 2018 [frontend], [SPARQL], [reconciliation service]
- MaschinenBauIndustrie (MBI) Knowledge Graph is a KG of structured data from the book "Die Maschinen-Industrie im Deutschen Reich" written by Herbert Patschan in 1937 [frontend], [SPARQL] and [reconciliation service]
- kg-enricher is a library for enriching strings, entities and knowledge graphs using Wikibase knowledge graphs
- FAIR GPT is a virtual consultant on FAIR RDM in ChatGPT Plus [GitHub]
- FAIR-farfalle is an open-source Perplexity analogue for Research Data Management based on farfalle
- FAIR-Perplexica is an open-source Perplexity analogue for Research Data Management based on Perplexica
- FAIR-sensei is an open-source Perplexity analogue for Research Data Management based on sensei
- Awesome RDM is a list of awesome RDM resources for researchers and organizations
- FAIR Data Week at Uni Mannheim
- madata is a tool for syncing the metadata of datasets between MADATA OAI-PMH (Mannheim Data Repository) and Wikidata
- ReproResearch is a ready-to-use repository for FAIR reproducible research (data) projects
🌱 NFDI
- Knowledge Graphs - Working Group Charter (NFDI section-metadata)
- Dataset: an overview of knowledge graphs in NFDI
- Knowledge graphs for interoperable NFDI: Digital editions
- Warum brauchen wir Wissensgraphen in NFDI?
- KGI4NFDI: Knowledge Graph Infrastructure for the German National Research Data Infrastructure
- The Case for a Common, Reusable Knowledge Graph Infrastructure for NFDI
- Who is using Knowledge Graphs in NFDI? An overview by the Working Group "Knowledge Graphs"