Elizabeth White
2026
BioCoref: Benchmarking Biomedical Coreference Resolution with LLMs
Nourah Salem | Elizabeth White | Michael Bada | Lawrence Hunter
BioNLP 2026
Nourah Salem | Elizabeth White | Michael Bada | Lawrence Hunter
BioNLP 2026
Coreference resolution in biomedical texts presents unique challenges due to complex domain-specific terminology, high ambiguity in mention forms, and long-distance dependencies between coreferring expressions. In this work, we present a comprehensive evaluation of generative large language models (LLMs) for coreference resolution in the biomedical domain. Using the CRAFT corpus as our benchmark, we assess the LLMs’ performance with four prompting experiments that vary in their use of local, contextual enrichment, and domain-specific cues such as abbreviations and entity dictionaries.
2011
Hypothesis and Evidence Extraction from Full-Text Scientific Journal Articles
Elizabeth White | K. Bretonnel Cohen | Larry Hunter
Proceedings of BioNLP 2011 Workshop
Elizabeth White | K. Bretonnel Cohen | Larry Hunter
Proceedings of BioNLP 2011 Workshop