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
Posters
- APA Benchmark Poster (2025). Poster
- Fujitsu Small Research Lab National Conference Poster (2024). Poster
Preprints
- Ishitoya, Y., Flores, V., Yang, Z., Cascante-Bonilla, P., & Ordonez, V. (2025). Evaluating Vision-Language Models through a Human-Centered Benchmark. Preprint / draft