3 papers
cs.CV2026
What Do Vision-Language Models Encode for Personalized Image Aesthetics Assessment?
Koki Ryu, Hitomi Yanaka
Personalized image aesthetics assessment (PIAA) is an important research problem with practical real-world applications. While methods based on vision-language models (VLMs) are pr…
cs.CL2025
Enhancing Rating Prediction with Off-the-Shelf LLMs Using In-Context User Reviews
Koki Ryu, Hitomi Yanaka
Personalizing the outputs of large language models (LLMs) to align with individual user preferences is an active research area. However, previous studies have mainly focused on cla…
cs.CL2024
LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs
LLM-jp, :, Akiko Aizawa +80
This paper introduces LLM-jp, a cross-organizational project for the research and development of Japanese large language models (LLMs). LLM-jp aims to develop open-source and stron…