Comparison of Summarization Techniques Using Language Models

Explored various NLP tasks and the impact of transformer-based models on text summarization, focusing on BERT, GPT-2, and T5. Compared different summarization approaches, including DistilBART, Facebook BART, and Conversational BART, to generate effective summaries of medical reports. Addressed challenges related to input size constraints and domain-specific vocabulary.