Evaluating Image Review Ability of Vision Language Models. - Shigeki Saito; Kazuki Hayashi; Yusuke Ide; Yusuke Sakai 010; Kazuma Onishi; Toma Suzuki; Seiji Gobara; Hidetaka Kamigaito; Katsuhiko Hayashi 001; Taro Watanabe (CoRR, 2024)

IRR: Image Review Ranking Framework for Evaluating Vision-Language Models. - Kazuki Hayashi; Kazuma Onishi; Toma Suzuki; Yusuke Ide; Seiji Gobara; Shigeki Saito; Yusuke Sakai 010; Hidetaka Kamigaito; Katsuhiko Hayashi 001; Taro Watanabe (COLING, 2025)

Reliability of Distribution Predictions by LLMs: Insights from Counterintuitive Pseudo-Distributions. - Toma Suzuki; Ayuki Katayama; Seiji Gobara; Ryo Tsujimoto; Hibiki Nakatani; Kazuki Hayashi; Yusuke Sakai 010; Hidetaka Kamigaito; Taro Watanabe (NAACL (Student Research Workshop), 2025)