Publications

Papers

Ishitoya, Y., & Kobayashi, I. (2026). Mitigating Statistical and Causal Bias Through Output Embedding Operations. In Proceedings of NLP2026. (in Japanese)
Ishida, K., Ishitoya, Y., Kobayashi, I., & Igarashi, Y. (2025). A Study on the Usefulness of an Interviewer Support System that Points Out Gender-Based Judgments. In Proceedings of IPSJ SIG-HCI 212. (in Japanese)
Ishida, K., Ishitoya, Y., Kobayashi, I., & Igarashi, Y. (2025). Proposal and Development of an AI Interviewer Support System that Points Out Gender-Based Judgments. In Proceedings of JSAI2025. (in Japanese). DOI
Ishitoya, Y., & Kobayashi, I. (2025). A Study on Detecting Subtle Biases by Expanding the Log-Likelihood into a Frequency Space. In Proceedings of JSAI2025. (in Japanese). DOI
Ishitoya, Y., & Ito, T. (2024). Analysis of the Causes of the Gender Gap through Data Comparison and Visualization by the 47 Prefectures. In Proceedings of JSAI2024. (in Japanese). DOI

Ishitoya, Y.*, Siburian, J.*, Hamaya, M., Saito, K., Beltran-Hernandez, C. C., & Nishimura, M*. (2026). CLAP: Direct VLM-to-VLA Adaptation via Language-Action Grounding. arXiv preprint arXiv:2607.08974
Ishitoya, Y., Flores, V., Yang, Z., Cascante-Bonilla, P., & Ordonez, V. (2025). Evaluating Vision-Language Models through a Human-Centered Benchmark. Preprint / draft

_{* Equal contribution.}