Publications

Akash Kumar M, Mitesh M. Khapra (2022). Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons. In ACL 2022.

Akash Kumar M*, Nikit Begwani, Amit Singh (2021). Diversity driven Query Rewriting in Search Advertising. In KDD 2021.

Ananya B. Sai, Akash Kumar M, Mitesh M. Khapra (2021). A Survey of Evaluation Metrics Used for NLG Systems. In ACM CSUR.

Akash Kumar M, Preksha Nema, Sharan Narasimhan, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran (2020). Towards Transparent and Explainable Attention Models. In ACL 2020.

PDF Code Video Slides

Ananya B. Sai*, Akash Kumar M*, Siddhartha Arora, Mitesh M. Khapra (2020). Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining. In TACL 2020, MIT Press.

PDF Code Website

Preksha Nema*, Akash Kumar M*, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran (2019). Let’s Ask Again: Refine Network for Automatic Question Generation. In EMNLP 2019.

PDF Code Slides