Parthasarathi, Prasanna
- Learning an Unreferenced Metric for Online Dialogue Evaluation
2020/05/01 by Sinha, Koustuv, Parthasarathi, Prasanna, Wang, Jasmine +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Memory Augmented Optimizers for Deep Learning
2021/06/20 by Paul-Aymeric McRae, Prasanna Parthasarathi, McRae, Paul-Aymeric +5 · 1 citation
Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Machine Learning and ELM
- Local Structure Matters Most: Perturbation Study in NLU
2021/07/29 by Louis Clouâtre, Prasanna Parthasarathi, Clouatre, Louis +5 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models
2024/08/16 by Jerry Huang, Prasanna Parthasarathi, Huang, Jerry +5 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
- Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness
2022/11/20 by Zayed, Abdelrahman, Parthasarathi, Prasanna, Mordido, Goncalo +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Language Model-In-The-Loop: Data Optimal Approach to Learn-To-Recommend Actions in Text Games
2023/11/13 by Sudhakar, Arjun Vaithilingam, Parthasarathi, Prasanna, Rajendran, Janarthanan +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination
2024/10/22 by Jerry Huang, Prasanna Parthasarathi, Huang, Jerry +7 · 2 citations
Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Mental Health Research Topics #Paranormal Experiences and Beliefs
- Do Large Language Models Know How Much They Know?
2025/02/26 by Prato, Gabriele, Huang, Jerry, Parthasarathi, Prasanna +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards Practical Tool Usage for Continually Learning LLMs
2024/04/14 by Huang, Jerry, Parthasarathi, Prasanna, Rezagholizadeh, Mehdi +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GRPO-λ: Credit Assignment improves LLM Reasoning
2025/09/30 by Prasanna Parthasarathi, Parthasarathi, Prasanna, Mathieu Reymond +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems
2024/06/14 by Mohammad Hossein Dehghan, Dehghan, Mohammad, Mohammad Ali Alomrani +27 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
- Resona: Improving Context Copying in Linear Recurrence Models with Retrieval
2025/03/28 by Wang, Xinyu, Ma, Linrui, Huang, Jerry +5 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences