IIL Lab : Interactive Intelligence LaboratoryLink to Lab Webpage

Research AreasGraph Mining, Reinforcement Learning, Kernel Methods, Text Mining.
MembersFaculty : Harish Guruprasad, Mitesh Khapra, Balaraman Ravindran.

Students/Scholars :
Project Staffs : Tulasi Bai, Manav Choudhary, Mohammed Hisham C. G., Tania Khan, Aravind Rajeswaran.

Recent Publications
  • The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT.  
           Madhura Pande , Aakriti Budhraja , Preksha Nema , Pratyush Kumar , Mitesh Khapra
          Appeared in Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, pp.13613-13621, Feb 2021
  • On the weak link between importance and prunability of attention heads.  
           Aakriti Budhraja , Madhura Pande , Preksha Nema , Pratyush Kumar , Mitesh Khapra
          Appeared in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, pp.3230-3235, Nov 2020
  • Towards Interpreting BERT for Reading Comprehension Based QA.  
           Sahana Ramnath , Preksha Nema , Deep Sahni , Mitesh Khapra
          Appeared in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, pp.3236-3242, Nov 2020
  • INCLUDE: A Large Scale Dataset for Indian Sign Language Recognition.  
           Advaith Sridhar , Rohith Gandhi Ganesan , Pratyush Kumar , Mitesh Khapra
          Appeared in MM '20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020, pp.1366-1375, Oct 2020
  • Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization.  
           Saurabh Desai , Harish Guruprasad
          Appeared in IEEE Winter Conference on Applications of Computer Vision, WACV 2020, Snowmass Village, CO, USA, March 1-5, 2020, pp.972-980, Mar 2020

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