Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning. - Swaroop Nath; Pushpak Bhattacharyya; Harshad Khadilkar (EMNLP, 2023)

One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation. - Tejpalsingh Siledar; Swaroop Nath; Sankara Sri Raghava Ravindra Muddu; Rupasai Rangaraju; Swaprava Nath; Pushpak Bhattacharyya; Suman Banerjee; Amey Patil; Sudhanshu Singh; Muthusamy Chelliah; Nikesh Garera (ACL (1), 2024)

One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation. - Tejpalsingh Siledar; Swaroop Nath; Sankara Sri Raghava Ravindra Muddu; Rupasai Rangaraju; Swaprava Nath; Pushpak Bhattacharyya; Suman Banerjee; Amey Patil; Sudhanshu Shekhar Singh; Muthusamy Chelliah; Nikesh Garera (CoRR, 2024)

Leveraging Domain Knowledge for Efficient Reward Modelling in RLHF: A Case-Study in E-Commerce Opinion Summarization. - Swaroop Nath; Tejpalsingh Siledar; Sankara Sri Raghava Ravindra Muddu; Rupasai Rangaraju; Harshad Khadilkar; Pushpak Bhattacharyya; Suman Banerjee; Amey Patil; Sudhanshu Shekhar Singh; Muthusamy Chelliah; Nikesh Garera (CoRR, 2024)

Transformers are Expressive, But Are They Expressive Enough for Regression? - Swaroop Nath; Harshad Khadilkar; Pushpak Bhattacharyya (CoRR, 2024)

Distilling Opinions at Scale: Incremental Opinion Summarization using XL-OPSUMM. - Sankara Sri Raghava Ravindra Muddu; Rupasai Rangaraju; Tejpalsingh Siledar; Swaroop Nath; Pushpak Bhattacharyya; Swaprava Nath; Suman Banerjee; Amey Patil; Muthusamy Chelliah; Sudhanshu Shekhar Singh; Nikesh Garera (CoRR, 2024)