arxivcs.AIcs.CL2026-07-07
Integrating knowledge graphs and multilingual scholarly corpora for domain-adaptive LLMs in SSH
Adam Faci, Alessio Miaschi, Anne Combe, Pascal Cuxac, Francesca Frontini, Nicolas Larrousse, et al.
The integration of Large Language Models (LLMs) into scientific research workflows, particularly for bibliographic discovery and literature synthesis, raises significant methodological, epistemic and regulatory challenges for the Social Sciences and Humanities (SSH), especially w…