RuMedNLI: A Russian Natural Language Inference Dataset For The Clinical Domain

There is a shortage of text medical resources for the Russian language. This is a substantial obstacle in state-of-the-art NLP deep learning models research and development. To mitigate this issue we translated the MedNLI data from English to Russian. The RuMedNLI task became part of the RuMedBench: Russian Medical Language Understanding Benchmark. MedNLI is a dataset based on MIMIC-III records and annotated by doctors performing a natural language inference task (NLI) grounded in the medical history of patients. RuMedNLI is the full counterpart dataset of MedNLI in the Russian language.