Natural-Language-Inference

Natural Language Inference on Farstail dataset using hugging face transformers

This repository is made for the NLP course project - 2023.

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Models

The First Approach

Using ParsBERT as a Embedding Layer for Feed Forward Neural Network

Results

Train Acc.	Train loss.	Test Acc.
0.813	0.175	0.83

The Second Approach

Fine-tuning ParsBERT model

Results

Train Acc.	Train loss.	Test Acc.
0.88	0.30	0.81

Data

FarsTail: a Persian natural language inference dataset