LSD600: the first corpus of biomedical abstracts annotated with lifestyle-disease relations.

ABSTRACT: Lifestyle factors (LSFs) are increasingly recognized as instrumental in both the development and control of diseases. Despite their importance, there is a lack of methods to extract relations between LSFs and diseases from the literature, a step necessary to consolidate the currently available knowledge into a structured form. As simple co-occurrence-based relation extraction (RE) approaches are unable to distinguish between the different types of LSF-disease relations, context-aware models such as transformers are required to extract and classify these relations into specific relation types. However, no comprehensive LSF-disease RE system existed, nor a corpus suitable for developing one. We present LSD600 (available at https://zenodo.org/records/13952449), the first corpus specifically d

SUBMITTER: Nourani E 

PROVIDER: S-EPMC11756709 | biostudies-literature | 2025 Jan

REPOSITORIES: biostudies-literature