List of Accepted Papers

• 2BFAIR: Automated Framework for FAIRness Assessment – Leonardo G. Azevedo, Eduardo Caroli, Beatriz S. Corrêa, Viviane T. da Silva

• Leveraging Large Language Models for Processing and Evaluating FAIR Digital Objects – Nicolas Blumenröhr, Felix Kraus

• From Nearest Neighbors to LLMs: A Hybrid Zero-Shot Approach to Multi-Label Classification – Konstantinos Bougiatiotis, Georgios Paliouras

• MESD: Metadata Extraction from Scholarly Documents: A Shared Task Overview – Zeyd Boukhers, Cong Yang

• A Study of the Categories used in ‘Papers with Code’ – Jenifer Tabita Ciuciu-Kiss, Daniel Garijo

• 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

• Facilitating RDF Querying in Research Data Management through ShEx-Based SPARQL Query Construction - Christoph Göpfert, Sheeba Samuel, Martin Gaedke

• Semantic Similarity Analysis of Scientific Papers in Scholarly Knowledge Graphs – Thu Huong Nguyen, Cédric Pruski, Marcos Da Silveira

• ConExion: Concept Extraction with Large Language Models – Ebrahim Norouzi, Sven Hertling, Harald Sack

• LLM-retrieval based scientific knowledge grounding – Gabriel K. Reder, Carl Collins, Abbi Abdel Rehim, Larisa Soldatova, Ross D. King