Department of Computer Science & Engineering

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

• 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
• Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages. 
  
  Authors : Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, Shreya Goyal, Mitesh Khapra, Anoop Kunchukuttan, Pratyush Kumar
  Appeared in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023. (ACL 2023) ,pp.12402-12426, Jul 2023
• Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages. 
  
  Authors : Arnav Mhaske, Harshit Kedia, Sumanth Doddapaneni, Mitesh Khapra, Pratyush Kumar, V. Rudra Murthy, Anoop Kunchukuttan
  Appeared in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023. (ACL 2023) ,pp.10441-10456, Jul 2023
• Effectiveness of Mining Audio and Text Pairs from Public Data for Improving ASR Systems for Low-Resource Languages. 
  
  Authors : Kaushal Santosh Bhogale, Abhigyan Raman, Tahir Javed, Sumanth Doddapaneni, Anoop Kunchukuttan, Pratyush Kumar, Mitesh Khapra
  Appeared in IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 (ICASSP 2023) ,pp.1-5, Jun 2023