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.