rodgdutra/transformer-sentiment-analysis

Sentiment analysis using HuggingFace transformers pack

Transformer-sentiment-analysis

Sentiment analysis using the pre-trained BERT model from HuggingFace transformers pack and performing fine tuning for a sentiment classification task. To train and test the model, we will use tweets from datasets used in the competition: https://datahack.analyticsvidhya.com/contest/linguipedia-codefest-natural-language-processing-1/#LeaderBoard.

Training and inference:

• Bert training and inference using tweets

Bert attention visualization:

• Attention visualization notebook