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

Yurui Zhu, Giovanni Colavizza, Matteo Romanello

Bibliographic reference extraction and parsing are foundational for citation indexing, linking, and downstream scholarly knowledge-graph construction. However, most established eva…