BioMed NLI Classifier

• Tech Stack: Python, Sklearn, Numpy, Pandas, Pytorch lite, Tensorflow, LLMs
• Github URL: Project Link

This task aims to investigate the consistency of NLI models in their representation of semantic phenomena necessary for complex inference in clinical NLI settings. And also desired to investigate the ability of clinical NLI models to perform faithful reasoning, i.e., make correct predictions for the correct reasons.

This project is a part of SEMEVAL 2024 challenge's tasks. In final round, our team stood in Top 20.