Akash Kumar Mohankumar

According to our database, Akash Kumar Mohankumar authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval.

Ravisri Valluri, Akash Kumar Mohankumar, Kushal Dave, Amit Singh, Jian Jiao, Manik Varma, Gaurav Sinha

CoRR, 2024

Improving Retrieval in Sponsored Search by Leveraging Query Context Signals.

Akash Kumar Mohankumar, Gururaj K, Gagan Madan, Amit Singh

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

A Survey of Evaluation Metrics Used for NLG Systems.

Ananya B. Sai, Akash Kumar Mohankumar, Mitesh M. Khapra

ACM Comput. Surv., 2023

Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search.

Akash Kumar Mohankumar, Bhargav Dodla, Gururaj K, Amit Singh

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

HEARTS: Multi-task Fusion of Dense Retrieval and Non-autoregressive Generation for Sponsored Search.

Bhargav Dodla, Akash Kumar Mohankumar, Amit Singh

CoRR, 2022

Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons.

Akash Kumar Mohankumar, Mitesh M. Khapra

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Diversity driven Query Rewriting in Search Advertising.

Akash Kumar Mohankumar, Nikit Begwani, Amit Singh

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

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

Towards Transparent and Explainable Attention Models.

Akash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Let's Ask Again: Refine Network for Automatic Question Generation.

Preksha Nema, Akash Kumar Mohankumar, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019