Ukyo Honda

1. Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image Captioning
   2021/04/28 by Ukyo Honda, Honda, Ukyo, Yoshitaka Ushiku +7 · 4 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
2. Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts
   2024/05/22 by Yuu Jinnai, Jinnai, Yuu, Ukyo Honda +1 · 2 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
3. 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
4. Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding
   2024/01/10 by Yuu Jinnai, Ukyo Honda, Jinnai, Yuu +5 · 1 citation
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
5. 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