Tetsuro Morimura

1. Regularized Best-of-N Sampling with Minimum Bayes Risk Objective for Language Model Alignment
   2024/04/01 by Yuu Jinnai, Jinnai, Yuu, Tetsuro Morimura +5 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
2. Filtered Direct Preference Optimization
   2024/04/22 by Tetsuro Morimura, Mitsuki Sakamoto, Morimura, Tetsuro +7 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Parametric Return Density Estimation for Reinforcement Learning
   2012/03/15 by Tetsuro Morimura, Morimura, Tetsuro, Masashi Sugiyama +7 · 1 citation
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
4. Model-Based Minimum Bayes Risk Decoding for Text Generation
   2023/11/09 by Yuu Jinnai, Tetsuro Morimura, Jinnai, Yuu +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
5. Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding
   2024/01/10 by Yuu Jinnai, Jinnai, Yuu, Ukyo Honda +5 · 1 citation
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
6. On the True Distribution Approximation of Minimum Bayes-Risk Decoding
   2024/03/31 by Atsumoto Ohashi, Ukyo Honda, Ohashi, Atsumoto +5 · 2 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Statistical Methods and Inference
7. Theoretical Guarantees for Minimum Bayes Risk Decoding
   2025/02/18 by Yuu Jinnai, Ichihara, Yuki, Kaito Ariu +6 · 2 citations
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Statistical Methods and Inference