MedNLI (Medical Natural Language Inference)
The MedNLI dataset consists of the sentence pairs developed by Physicians from the Past Medical History section of MIMIC-III clinical notes annotated for Definitely True, Maybe True and Definitely False. The dataset contains 11,232 training, 1,395 development and 1,422 test instances. This provides a natural language inference task (NLI) grounded in the medical history of patients.
Source: MT-Clinical BERT: Scaling Clinical Information Extraction with Multitask LearningBenchmarks
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MedNLI
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SciFive-large
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MedNLI
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CoT-T5-11B
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Papers
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