Papers by Toshitake Komazaki
A Career Interview Dialogue System using Large Language Model-based Dynamic Slot Generation (2025.coling-main)
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Ekai Hashimoto, Mikio Nakano, Takayoshi Sakurai, Shun Shiramatsu, Toshitake Komazaki, Shiho Tsuchiya
| Challenge: | a slot-filling-based interview dialogue system is limited in the flexibility of information collection . authors propose a method that leverages large language models to generate new slots according to the flow of the dialogue . |
| Approach: | They propose a slot-filling dialogue system that collects information on staff careers . they incorporate abduction into the slot generation process to enable more natural conversations . |
| Outcome: | The proposed method improves the efficiency and quality of career interviews conducted by nursing managers. |