Benchmarking Large Language Models on Reference Extraction and Parsing in the Social Sciences and Humanities.

@inproceedings{zhu-2026-benchmarking, author = {Yurui Zhu and Giovanni Colavizza and Matteo Romanello}, editor = {Ingo Frommholz and Christin Kreutz and Philipp Mayr and Guillaume Cabanac}, title = {{Benchmarking Large Language Models on Reference Extraction and Parsing in the Social Sciences and Humanities}}, booktitle = {{Proceedings of the Second International Workshop on Scholarly Information Access (SCOLIA 2026) co-located with the 48th European Conference on Information Retrieval (ECIR 2026), Delft, The Netherlands, April 2nd, 2026}}, series = {CEUR Workshop Proceedings}, volume = {4187}, pages = {16--30}, publisher = {CEUR-WS.org}, year = {2026}, url = {https://ceur-ws.org/Vol-4187/full-02.pdf} }