Twitter Bot Detection using Contrastive Learning in NLP.
In our project, we apply the concept of contrastive learning (CL) to detect if a tweet is generated by a bot or if it is a human-generated tweet. We train a CL model using SimCSE to generate embeddings for tweets. We then train a classifier using these embeddings to detect to classify this tweet.
You can read more about this here