Department of Computer Science & Engineering

Publications : (Last Five, while at IITM)View All

• Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs. 
  
  Authors : Sumanth Doddapaneni, Mohammed Safi Ur Rahman Khan, Dilip Venkatesh, Raj Dabre, Anoop Kunchukuttan, Mitesh Khapra
  Appeared in Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025 (ACL 2025) ,Vol , No., pp.29297-29329, Aug 2025
• A Primer on Pretrained Multilingual Language Models. 
  
  Authors : Sumanth Doddapaneni, Gowtham Ramesh, Mitesh Khapra, Anoop Kunchukuttan, Pratyush Kumar
  Appeared in ACM Comput. Surv., Vol 57, No., pp.232:1-232:39, Jan 2025
• Finding Blind Spots in Evaluator LLMs with Interpretable Checklists. 
  
  Authors : Sumanth Doddapaneni, Mohammed Safi Ur Rahman Khan, Sshubam Verma, Mitesh Khapra
  Appeared in Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024 (EMNLP 2024) ,Vol , No., pp.16279-16309, Nov 2024
• IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages. 
  
  Authors : Mohammed Safi Ur Rahman Khan, Priyam Mehta, Ananth Sankar, Umashankar Kumaravelan, Sumanth Doddapaneni, Suriyaprasaad B, Varun Balan G, Sparsh Jain, Anoop Kunchukuttan, Pratyush Kumar, Raj Dabre, Mitesh Khapra
  Appeared in Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024 (ACL 2024) ,Vol , No., pp.15831-15879, Aug 2024
• A Comprehensive Analysis of Adapter Efficiency. 
  
  Authors : Nandini Mundra, Sumanth Doddapaneni, Raj Dabre, Anoop Kunchukuttan, Ratish Puduppully, Mitesh Khapra
  Appeared in Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), Bangalore, India, January 4-7, 2024, pp.136-154, Jan 2024