Madaan, Lovish
- The Llama 3 Herd of Models
2024/07/31 by Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav +556 · 2771 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Quantifying Variance in Evaluation Benchmarks
2024/06/14 by Lovish Madaan, Aaditya K. Singh, Madaan, Lovish +13 · 11 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Evaluation and Performance Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health
2021/09/16 by Aditya Mate, Mate, Aditya, Lovish Madaan +15 · 7 citations
Decision Sciences · Engineering · Health Professions · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Health and mHealth Applications #Smart Grid Energy Management
- MLGym: A New Framework and Benchmark for Advancing AI Research Agents
2025/02/20 by Nathani, Deepak, Madaan, Lovish, Roberts, Nicholas +14 · 16 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Beyond Verifiable Rewards: Scaling Reinforcement Learning for Language Models to Unverifiable Data
2025/03/25 by Yunhao Tang, S Wang, Tang, Yunhao +5 · 8 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- HARP: A challenging human-annotated math reasoning benchmark
2024/12/11 by Lovish Madaan, Yue, Albert S., Ted Moskovitz +6 · 6 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
- Rethinking Thinking Tokens: LLMs as Improvement Operators
2025/10/01 by Lovish Madaan, Aniket Didolkar, Madaan, Lovish +15 · 3 voices · 2 citations
Business, Management and Accounting · Computer Science · Social Sciences · #Artificial Intelligence in Law #Business Process Modeling and Analysis #Digital Rights Management and Security #cs.AI #cs.LG
- Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models
2024/11/21 by Lovish Madaan, David Esiobu, Madaan, Lovish +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- The Art of Scaling Reinforcement Learning Compute for LLMs
2025/10/15 by Devvrit Khatri, Khatri, Devvrit, Lovish Madaan +14 · 8 citations
Engineering · #Robot Manipulation and Learning #Scheduling and Optimization Algorithms #Modular Robots and Swarm Intelligence