Quick Links For Students For Academicians For Industry Upcoming Events Contact

people

Adhil Ahmed P M Shums
Adhil Ahmed P M Shums
Post Baccalaureate Fellow
Big data, data visualisation, NLP, financial forensics, reinforcement learning, deep learning
Roshan M S B
Roshan M S B
PhD Scholar
Deep learning, NLP, Artificial metabolic pathway design
Nency Bansal
Nency Bansal
PhD scholar
ML/DL, NLP, BioInformatics
Ananya Sai
Ananya Sai
PhD Scholar
NLP, Deep learning
Rahul Vashisht
Rahul Vashisht
PhD Scholar
Theoretical Machine Learning, Deep Learning, Gaussian Processes, Computer Vision, NLP

publications

A Survey of Adversarial Defences and Robustness in NLP
A Survey of Adversarial Defences and Robustness in NLP
Shreya Goyal , Sumanth Doddapaneni , Mitesh M. Khapra and more
ACM Computing Surveys
Towards Building ASR Systems for the Next Billion Users
Towards Building ASR Systems for the Next Billion Users
Tahir Javed , Sumanth Doddapaneni , Abhigyan Raman and more
To appear in the Proceedings of the Thirty-Sixth Annual Conference of the Association for Advancement of Artificial Intelligence (AAAI 2022)
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages
Gowtham Ramesh , Sumanth Doddapaneni , Aravinth Bheemaraj and more
Transactions of the Association for Computational Linguistics
Perturbation CheckLists for Evaluating NLG Evaluation Metrics
Perturbation CheckLists for Evaluating NLG Evaluation Metrics
Ananya B. Sai , Tanay Dixit , Dev Yashpal Sheth and more
In Proceedings of Empirical Methods in Natural Language Processing (EMNLP 2021)
Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining
Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining
Ananya B. Sai , Akash Kumar Mohankumar , Siddhartha Arora and Mitesh M. Khapra
Transactions of the Association for Computational Linguistics
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages
Divyanshu Kakwani , Anoop Kunchukuttan , Satish Golla and more
In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings.
On the weak link between importance and prunability of attention heads
On the weak link between importance and prunability of attention heads
Aakriti Budhraja , Madhura Pande , Preksha Nema and more
In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing . Association for Computational Linguistics.
Towards Interpreting BERT for Reading Comprehension Based QA
Towards Interpreting BERT for Reading Comprehension Based QA
Sahana Ramnath , Preksha Nema , Deep Sahni and more
In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics.
A Survey of Evaluation Metrics Used for NLG Systems
A Survey of Evaluation Metrics Used for NLG Systems
Ananya B. Sai , Akash Kumar Mohankumar , Mitesh M. Khapra
ACM Computing Surveys
On the Importance of Local Information in Transformer Based Models
On the Importance of Local Information in Transformer Based Models
Madhura Pande , Aakriti Budhraja , Preksha Nema and more
arXiv:2008.05828
Incorporating prior knowledge about structural constraints in model identification
Incorporating prior knowledge about structural constraints in model identification
Deepak Maurya , Sivadurgaprasad Chinta , Abhishek Sivaram and more
arXiv:2007.04030
On Incorporating Structural Information to improve Dialogue Response Generation
On Incorporating Structural Information to improve Dialogue Response Generation
Nikita Moghe , Priyesh Vijayan , Balaraman Ravindran and more
arXiv:2005.14315
Towards Transparent and Explainable Attention Models
Towards Transparent and Explainable Attention Models
Akash Kumar Mohankumar , Preksha Nema , Sharan Narasimhan and more
In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics.
Let's Ask Again: Refine Network for Automatic Question Generation
Let's Ask Again: Refine Network for Automatic Question Generation
Preksha Nema , Akash Kumar Mohankumar , Mitesh M. Khapra and more
In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing

Founded in August 2017, with a vision to become an internationally renowned centre for data science research, where long-standing fundamental research problems, cutting across disciplines, are targeted and solved.

Useful Links

  1. For Students
  2. For Academicians
  3. For Industry
  4. Upcoming Events
IBSE Logo

Contact Us

5th floor, Block II,
Bhupat and Jyoti Mehta School of Biosciences,
Indian Institute of Technology Madras,
Chennai-600036, India.

Map
IITM Logo

Tweets @rbc_dsai_iitm

Robert Bosch Center for Data Science and Artificial Intelligence | IIT Madras © 2023 | Powered by Megam Solutions