Alexander K. Lew
- From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought
2023/06/22 by Lionel Wong, Wong, Lionel, Gabriel Grand +11 · 2 voices · 19 citations
#cs.CL #cs.AI #cs.SC
- Sequential Monte Carlo Steering of Large Language Models using Probabilistic Programs
2023/06/05 by Alexander K. Lew, Tan Zhi-Xuan, Lew, Alexander K. +6 · 2 voices · 14 citations
Computer Science · Mathematics · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.PL #stat.CO
- Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling
2025/04/07 by Benjamin Lipkin, Benjamin LeBrun, Lipkin, Benjamin +23 · 2 voices · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Automating Involutive MCMC using Probabilistic and Differentiable Programming
2020/07/20 by Marco Cusumano-Towner, Cusumano-Towner, Marco, Alexander K. Lew +3 · 4 citations
Computer Science · Physics and Astronomy · #Bayesian Methods and Mixture Models #Gaussian Processes and Bayesian Inference #Scientific Research and Discoveries
- Self-Steering Language Models
2025/04/09 by Gabriel Grand, Grand, Gabriel, Joshua B. Tenenbaum +7 · 2 voices · 2 citations
Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL
- Modeling Open-World Cognition as On-Demand Synthesis of Probabilistic Models
2025/07/16 by Lionel Wong, Katherine M. Collins, Wong, Lionel +19 · 4 voices · 7 citations
#cs.CL #cs.AI #cs.PL
- GenSQL: A Probabilistic Programming System for Querying Generative Models of Database Tables
2024/06/21 by Mathieu Huot, Matin Ghavami, Alexander K. Lew +6 · 1 voice
Computer Science · #cs.PL