Department of Computer Science & Engineering

Research Interests :

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

• IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages. 
  
  Authors : Aman Kumar, Himani Shrotriya, Prachi Sahu, Amogh Mishra, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Mitesh Khapra, Pratyush Kumar
  Appeared in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022. (EMNLP 2022) ,pp.5363-5394, Dec 2022
• Input-specific Attention Subnetworks for Adversarial Detection. 
  
  Authors : Emil Biju, Anirudh Sriram, Pratyush Kumar, Mitesh Khapra
  Appeared in Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022. (ACL 2022) ,pp.31-44, May 2022
• IndicBART: A Pre-trained Model for Indic Natural Language Generation. 
  
  Authors : Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh Khapra, Pratyush Kumar
  Appeared in Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022. (ACL 2022) ,pp.1849-1863, May 2022
• OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages. 
  
  Authors : Prem Selvaraj, Gokul Nc, Pratyush Kumar, Mitesh Khapra
  Appeared in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022 (ACL 2022) ,pp.2114-2133, May 2022
• When is Machine Learning Data Good?: Valuing in Public Health Datafication. 
  
  Authors : Divy Thakkar, Azra Ismail, Pratyush Kumar, Alex Hanna, Nithya Sambasivan, Neha Kumar
  Appeared in CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022 - 5 May 2022, pp.322:1-322:16, May 2022

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