Akash Kumar Mohankumar

Joined

June 2021

Names

Akash Kumar Mohankumar (Preferred)

Emails

****@gmail.com (Confirmed)

****@microsoft.com (Confirmed)

Personal Links

Career & Education History

Researcher

Microsoft (microsoft.com)

2021 – 2025

MS student

Indian Institute of Technology Madras, Indian Institute of Technology, Madras (ee.iitm.ac.in)

2016 – 2021

Advisors, Relations & Conflicts

Coauthor

Mitesh M Khapra

2019 – 2022

Expertise

No areas of expertise listed

Publications

Scaling the Vocabulary of Non-autoregressive Models for Fast Generative Retrieval
Ravisri Valluri, Akash Kumar Mohankumar, Kushal S. Dave, Amit S, Jian Jiao, Manik Varma
- KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1
- Readers: Everyone
Scaling the Vocabulary of Non-autoregressive Models for Fast Generative Retrieval
Ravisri Valluri, Akash Kumar Mohankumar, Kushal Dave, Amit Singh, Jian Jiao, Manik Varma, Gaurav Sinha
- KDD (1) 2025
- Readers: Everyone
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval
Ravisri Valluri, Akash Kumar Mohankumar, Kushal S. Dave, Amit S, Jian Jiao, Manik Varma, Gaurav Sinha
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals
Akash Kumar Mohankumar, Gururaj K, Gagan Madan, Amit Singh
- EMNLP (Industry Track) 2024
- Readers: Everyone
Towards Transparent and Explainable Attention Models
Sharan Narasimhan, Akash Kumar Mohankumar, Preksha Nema, Mitesh M Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran
- 07 Jul 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
A Survey of Evaluation Metrics Used for NLG Systems
Ananya B. Sai, Akash Kumar Mohankumar, Mitesh M. Khapra
- ACM Comput. Surv. 2023
- Readers: Everyone
Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search
Akash Kumar Mohankumar, Bhargav Dodla, Gururaj K, Amit Singh
- CIKM 2023
- Readers: Everyone
Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons
Akash Kumar Mohankumar, Mitesh M. Khapra
- ACL (1) 2022
- Readers: Everyone
Diversity driven Query Rewriting in Search Advertising
Akash Kumar Mohankumar, Nikit Begwani, Amit Singh
- KDD 2021
- Readers: Everyone
Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining
Ananya B. Sai, Akash Kumar Mohankumar, Siddhartha Arora, Mitesh M. Khapra
- Trans. Assoc. Comput. Linguistics 2020
- Readers: Everyone

View all 12 publications