Programme

09:00	Welcome and Introduction (organisers)
09:05	Invited Keynote - Michele Pasin Performing Research Analytics at Scale: the Dimensions Reporting Platform (Abstract)
09:45	LLM-based Methods LLM-retrieval based scientific knowledge grounding Gabriel K. Reder, Carl Collins, Abbi Abdel Rehim, Larisa Soldatova, Ross D. King ConExion: Concept Extraction with Large Language Models Ebrahim Norouzi, Sven Hertling, Harald Sack
10:30	Coffee Break
11:00	FAIR Research Data and Scholarly Knowledge Graphs Semantic Similarity Analysis of Scientific Papers in Scholarly Knowledge Graphs Thu Huong Nguyen, Cédric Pruski, Marcos Da Silveira Leveraging Large Language Models for Processing and Evaluating FAIR Digital Objects Nicolas Blumenröhr, Felix Kraus 2BFAIR: Automated Framework for FAIRness Assessment Leonardo G. Azevedo, Eduardo Caroli, Beatriz S. Corrêa, Viviane T. da Silva Facilitating RDF Querying in Research Data Management through ShEx-Based SPARQL Query Construction Christoph Göpfert, Sheeba Samuel, Martin Gaedke
12:30	Lunch Break
14:00	Shared Task: Field of Research Classification (FoRC) Overview of the FoRC@NSLP2025 Shared Task: Field of Research Classification for Computational Linguistics and Natural Language Processing Publications Maria Francis, Raia Abu Ahmad, Ekaterina Borisova, Georg Rehm From Nearest Neighbors to LLMs: A Hybrid Zero-Shot Approach to Multi-Label Classification Konstantinos Bougiatiotis, Georgios Paliouras
	Shared Task: Metadata Extraction from Scholarly Documents MESD: Metadata Extraction from Scholarly Documents: A Shared Task Overview Zeyd Boukhers, Cong Yang
14:45	Creating, Managing and Processing Research Data A Study of the Categories used in ‘Papers with Code’ Jenifer Tabita Ciuciu-Kiss, Daniel Garijo
15:10	Wrap-up and end of workshop
15:30	Coffee Break