Papers

• Airavata: Introducing Hindi Instruction-tuned LLM Jay Gala, Thanmay Jayakumar, Jaavid Aktar Husain, Aswanth Kumar M, Mohammed Safi Ur Rahman Khan, Diptesh Kanojia, Ratish Puduppully, Mitesh M. Khapra, Raj Dabre, Rudra Murthy, Anoop Kunchukuttan. 2024.
• RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization Jaavid Aktar Husain, Raj Dabre, Aswanth Kumar, Ratish Puduppully, Anoop Kunchukuttan. In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (to appear). 2024.
• How Good is Zero-Shot MT Evaluation for Low Resource Indian Languages? Anushka Singh, Ananya B. Sai, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Mitesh M. Khapra. In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Short Papers) (to appear). 2024.
• VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency Vernon Toh, Ratish Puduppully, Nancy F. Chen. In AI4Math Workshop at ICML. 2024.
• Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models Code
  Ratish Puduppully, Anoop Kunchukuttan, Raj Dabre, Ai Ti Aw, Nancy F. Chen. In Proceedings of EMNLP. 2023.
• CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation Code
  Aswanth Kumar, Ratish Puduppully, Raj Dabre, Anoop Kunchukuttan. In Findings of EMNLP. 2023.
• IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages Code
  AI4Bharat, Jay Gala, Pranjal A. Chitale, Raghavan AK, Sumanth Doddapaneni, Varun Gumma, Aswanth Kumar, Janki Nawale, Anupama Sujatha, Ratish Puduppully, Vivek Raghavan, Pratyush Kumar, Mitesh M. Khapra, Raj Dabre, Anoop Kunchukuttan. In Transactions of Machine Learning Research (TMLR) (to appear). 2023.
• A Comprehensive Analysis of Adapter Efficiency Code
  Nandini Mundra, Sumanth Doddapaneni, Raj Dabre, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M Khapra. 2023.
• Multi-Document Summarization with Centroid-Based Pretraining Code
  Ratish Surendran Puduppully, Parag Jain, Nancy Chen, Mark Steedman. In Proceedings of ACL. 2023.
• IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages Code
  Aman Kumar, Himani Shrotriya, Prachi Sahu, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Amogh Mishra, Mitesh M. Khapra, Pratyush Kumar. In Proceedings of EMNLP. 2022.
• Data-to-text Generation with Variational Sequential Planning. Code
  Ratish Puduppully and Yao Fu and Mirella Lapata. In Transactions of the Association for Computational Linguistics (TACL). 2022.
• IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages Code
  Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar. In Findings of ACL. 2022.
• Data-to-text Generation with Macro Planning. Code
  Ratish Puduppully and Mirella Lapata. In Transactions of the Association for Computational Linguistics (TACL). 2021.
• University of Edinburgh's submission to the Document-level Generation and Translation Shared Task. Code
  Ratish Puduppully, Jonathan Mallinson, Mirella Lapata. In Proceedings of Workshop on Neural Generation and Translation, EMNLP. 2019.
• Data-to-text Generation with Entity Modeling. Code
  Ratish Puduppully, Li Dong, Mirella Lapata. In Proceedings of ACL. 2019.
• Data-to-Text Generation with Content Selection and Planning Code
  Ratish Puduppully, Li Dong, Mirella Lapata. In Proceedings of AAAI. 2019.
• Transition-Based Deep Input Linearization Code
  Ratish Puduppully, Yue Zhang and Manish Shrivastava. In Proceedings of EACL. 2017.
• Transition-Based Syntactic Linearization with Lookahead Features Code
  Ratish Puduppully, Yue Zhang and Manish Shrivastava. In Proceedings of NAACL. 2016.
• Brahmi-Net - An online system for transliteration and script conversion for Indian languages Code
  Anoop Kunchukuttan*, Ratish Puduppully* and Pushpak Bhattacharyya. In Proceedings of NAACL-HLT Demonstrations. 2015.
• Merging Verb Senses of Hindi WordNet using Word Embeddings Sudha Bhingardive, Ratish Puduppully, Dhirendra Singh and Pushpak Bhattacharyya. In Proceedings of International Conference on Natural Language Processing (ICON). 2014.
• The IIT Bombay SMT System for ICON 2014 Tools Contest Anoop Kunchukuttan, Ratish Puduppully, Rajen Chatterjee, Abhijit Mishra, Pushpak Bhattacharyya. In Proceedings of International Conference on Natural Language Processing (ICON) Tools Contest. 2014.