3 papers
cs.CL2026
BeLink: Biomedical Entity Linking Meets Generative Re-Ranking
Darya Shlyk, Stefano Montanelli, Lawrence Hunter
Despite recent progress, Biomedical Entity Linking (BEL) with large language models (LLMs) remains computationally inefficient and challenging to deploy in practical settings. In t…
cs.CL2025
BioCoref: Benchmarking Biomedical Coreference Resolution with LLMs
Nourah M Salem, Elizabeth White, Michael Bada +1
Coreference resolution in biomedical texts presents unique challenges due to complex domain-specific terminology, high ambiguity in mention forms, and long-distance dependencies be…
cs.CL2025
GAPMAP: Mapping Scientific Knowledge Gaps in Biomedical Literature Using Large Language Models
Nourah M Salem, Elizabeth White, Michael Bada +1
Scientific progress is driven by the deliberate articulation of what remains unknown. This study investigates the ability of large language models (LLMs) to identify research knowl…