Arian Hosseini
- Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling
2024/08/29 by Hritik Bansal, Bansal, Hritik, Arian Hosseini +7 · 1 voice · 10 citations
Social Sciences · #Artificial Intelligence in Law
- Generative Verifiers: Reward Modeling as Next-Token Prediction
2024/08/27 by Lunjun Zhang, Arian Hosseini, Zhang, Lunjun +9 · 104 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Gemma 4 Technical Report
2026/07/02 by Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320 · 7 voices · 8 citations
#cs.CL #cs.AI
- V-STaR: Training Verifiers for Self-Taught Reasoners
2024/02/09 by Arian Hosseini, Hosseini, Arian, Xingdi Yuan +9 · 30 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models
2024/10/23 by Michael Noukhovitch, Noukhovitch, Michael, Shengyi Huang +9 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoning
2025/04/01 by Nishad Singhi, Singhi, Nishad, Hritik Bansal +11 · 11 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
- Putting the Value Back in RL: Better Test-Time Scaling by Unifying LLM Reasoners With Verifiers
2025/05/07 by Kusha Sareen, Sareen, Kusha, Morgane M Moss +7 · 9 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Stock Market Forecasting Methods #Explainable Artificial Intelligence (XAI)
- Joint Prompt Optimization of Stacked LLMs using Variational Inference
2023/06/21 by Alessandro Sordoni, Sordoni, Alessandro, Xingdi Yuan +15 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Understanding by Understanding Not: Modeling Negation in Language Models
2021/05/07 by Arian Hosseini, Hosseini, Arian, Siva Reddy +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling