MedNLI - sporedata/researchdesigneR GitHub Wiki
MedNLI is a Natural Language Inference (NLI) dataset for the Clinical Domain. NLI is one of several tasks for understanding natural language and is designed to determine if a given hypothesis can be inferred from a given premise.
MedNLI is annotated by doctors, grounded in the medical history of patients, and presents strategies to:
- Leverage transfer learning using datasets from the open domain, and
- Incorporate domain knowledge from external data and lexical sources.
To download MedNLI, you first need to get access to MIMIC-III.