Zero-Shot Entailment Learning for Ontology-Based Biomedical Annotation Without Explicit Mentions

RF Munne, N Nishida, S Liu, N Tokunaga… - Proceedings of the …, 2025 - aclanthology.org
Automatic biomedical annotation is essential for advancing medical research, diagnosis,
and treatment. However, it presents significant challenges, especially when entities are not …

Exploring Biomedical Relation Extraction by Combining Natural Language Inference and Dual Dependency Trees

X Li, D Zhao, J Meng, H Lin - Available at SSRN 4988401 - papers.ssrn.com
The task of relation extraction primarily focuses on predicting the relations between pairs of
entities in text, which is crucial for applications such as drug discovery and disease …