BERT based summarization using transfer learnig and Centroid Clustering technique

Sentence Clusters

This is my first deep learning project in NLP. I worked on it along with 2 wonderful team mates as part of our Deep learning in NLP course at UIC. While they worked on sentiment analysis, I wanted to see the power of BERT and transformers when used for transfer learning to solve various issues. Meanwhile, I explored a new method where they try to extract summaries based on clustering.

Sai Teja Karnati
Sai Teja Karnati
Graduate Research Assistant

My research interests include Deep learning, Machine learning and cloud computing.