MXHX7199 / CoLA_Sentence_Classification_BERT

BERT with the huggingface PyTorch library on CoLA dataset for sentence classification and evaluate predictions using Matthew's correlation coefficient

CoLA_Sentence_Classification_BERT

BERT with the huggingface PyTorch library on The Corpus of Linguistic Acceptability (CoLA) dataset for sentence classification and evaluate predictions using Matthew's correlation coefficient

The results for Mathew's correlation coefficient varies between -1 and +1

Achieved a result of 0.53

Dataset Link: https://nyu-mll.github.io/CoLA/

Origial Paper for implementation of BERT: https://arxiv.org/pdf/1810.04805.pdf