Swaroop Nath

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Domain Knowledge

Reinforcement Learning

Continuous State And Action Spaces

Database Queries

Top Venues

Publications

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
Distilling Opinions at Scale: Incremental Opinion Summarization using XL-OPSUMM. CoRR (2024)
Swaroop Nath, Harshad Khadilkar, Pushpak Bhattacharyya
Transformers are Expressive, But Are They Expressive Enough for Regression? CoRR (2024)
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
Leveraging Domain Knowledge for Efficient Reward Modelling in RLHF: A Case-Study in E-Commerce Opinion Summarization. CoRR (2024)
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
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation. ACL (1) (2024)
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
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation. CoRR (2024)
Swaroop Nath, Pushpak Bhattacharyya, Harshad Khadilkar
Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning. EMNLP (2023)
Swaroop Nath, Harshad Khadilkar, Pushpak Bhattacharyya
Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning. CoRR (2023)