Name: Reference Extraction at the Intersection of AI Research and the Digital Humanities: Validation, Interoperability and Collaboration
Start: 2025-11-04T09:00:00+01:00
End: 2025-11-04T22:00:00+01:00
Location: Max Planck Institute for Legal History and Legal Theory

Reference Extraction at the Intersection of AI Research and the Digital Humanities: Validation, Interoperability and Collaboration

Tuesday, November 4, 2025 - 9:00 AM

Monday, November 3, 2025
Tuesday, November 4, 2025
9:00 AM I. ONBOARDING: I. ONBOARDING
I. ONBOARDING
9:00 AM - 9:45 AM
Room: Z01
Contributions

9:00 AM Arrival/Registration

9:15 AM Welcome - Christian Boulanger (Max Planck Institute for Legal History and Legal Theory, Franfurt/Main, Germany) Andreas Wagner (MFER)

9:20 AM Upshot from RefExtract2023, State of the Discussion - Christian Boulanger (Max Planck Institute for Legal History and Legal Theory, Franfurt/Main, Germany) Andreas Wagner (MFER)
9:45 AM Coffee Break
Coffee Break
9:45 AM - 10:00 AM
Room: Z01
10:00 AM II. RESEARCH: II. RESEARCH
II. RESEARCH
10:00 AM - 12:30 PM
Room: Z01
Contributions

10:00 AM In-depth Research Impact Summarization through Fine-Grained Temporal Citation Analysis - Hiba Arnaout (TU Darmstadt)

10:30 AM Benchmarking Large Language Models on Reference Extraction and Parsing in the Social Sciences and Humanities - Yurui Zhu (Odoma) Matteo Romanello (Odoma)

11:00 AM How Scientific Ideas Evolve - Sofía Aguilar Valdez (Saarland University)

11:30 AM Open Discussion and Ad-Hoc Presentation of Research
12:30 PM Lunch Break
Lunch Break
12:30 PM - 1:30 PM
Room: Z01
1:30 PM III. DATASETS, INFRASTRUCTURE AND INTEROPERABILITY: III. DATASETS, INFRASTRUCTURE AND INTEROPERABILITY
III. DATASETS, INFRASTRUCTURE AND INTEROPERABILITY
1:30 PM - 3:30 PM
Room: Z01
Contributions

1:30 PM OpenCitations Project - Angelo Di Iorio (University of Bologna) Ivan Heibi (University of Bologna) Lorenzo Paolini (University of Bologna) Marta Soricetti (University of Bologna) Matteo Guenci (University of Bologna) Silvio Peroni (University of Bologna)

2:00 PM Open Citation Data for Educational Research - Ahsan Shahid (GESIS – Leibniz Institute for the Social Sciences (Cologne)) Christoph Schindler (DIPF | Leibniz Institute for Research and Information in Education) Philipp Mayr (GESIS – Leibniz Institute for the Social Sciences (Cologne)) Tamara Heck (DIPF | Leibniz Institute for Research and Information in Education) Verena Weimer (DIPF | Leibniz Institute for Research and Information in Education)

2:30 PM Datasets in the Legal Theory Knowledge Graph Project - Andreas Wagner (MFER) Christian Boulanger (Max Planck Institute for Legal History and Legal Theory, Franfurt/Main, Germany)

3:00 PM Interoperability Roundtable: Open Discussion on Data Models and Data Formats
3:30 PM Coffee Break
Coffee Break
3:30 PM - 4:00 PM
Room: Z01
4:00 PM IV. TOOLS, WORKFLOWS AND PIPELINES: IV. TOOLS, WORKFLOWS AND PIPELINES
IV. TOOLS, WORKFLOWS AND PIPELINES
4:00 PM - 5:30 PM
Room: Z01
Contributions

4:00 PM LLM-Based Knowledge Graph Extraction Pipeline - Aleksandta Kaye (MPI of Geoanthropology) Malte Vogl (MPI of Geoanthropology) Raphael Schlattmann (TU Berlin)

4:30 PM Training the Grobid Reference Extraction Models - Luca Foppiano (ScienciaLAB)

5:00 PM Annotation Tools for Machine Learning: PDF-TEI Editor (for LLamore & Grobid), Prodigy, TEI-Publisher - Andreas Wagner (MFER) Christian Boulanger (Max Planck Institute for Legal History and Legal Theory, Franfurt/Main, Germany)
5:30 PM Takeaways, Way Forward, Closing: Takeaways, Way Forward, Closing
Takeaways, Way Forward, Closing
5:30 PM - 6:30 PM
Room: Z01
Contributions

5:30 PM Takeaways, Way Forward, Closing
7:00 PM Dinner (Self-Paid)
Dinner (Self-Paid)
7:00 PM - 10:00 PM

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