comparative_SNLI

Comparative study of four models on the SNLI dataset

Note:

This is the final research project which I chose for CP8210 @ TMU in Spring 2023

Getting Started:

Please obtain a copy of the glove.6B.100d.txt file from the Stanford NLP site

Execution

all_four_models.py to build/execute models

SNLI Dataset Analysis and Model Comparison.ipynb to see both an analysis of the SNLI dataset, and build/execute models

In-Depth Documentation

For an in-depth understanding of the project, refer to Comparative SNLI.pdf. This document encapsulates a detailed write-up, offering an exploration of the project's objectives, methodologies, findings, and conclusions.