Akash Kumar Mohankumar
- Improving Dialog Evaluation with a Multi-reference Adversarial Dataset\n and Large Scale Pretraining
2020/09/23 by Ananya B. Sai, Akash Kumar Mohankumar, Sai, Ananya B. +5 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
- Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons
2022/03/11 by Akash Kumar Mohankumar, Mohankumar, Akash Kumar, Mitesh M. Khapra +1 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval
2024/06/10 by Ravisri Valluri, Akash Kumar Mohankumar, Valluri, Ravisri +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Improving Retrieval in Sponsored Search by Leveraging Query Context Signals
2024/07/19 by Akash Kumar Mohankumar, K Gururaj, Mohankumar, Akash Kumar +5 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior