Papers by Mikio Nakano
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. |
Collection of Multimodal Dialog Data and Analysis of the Result of Annotation of Users’ Interest Level (L18-1)
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Masahiro Araki, Sayaka Tomimasu, Mikio Nakano, Kazunori Komatani, Shogo Okada, Shinya Fujie, Hiroaki Sugiyama
| Challenge: | a group of researchers is building a corpus for evaluating elements of multimodal dialogue systems. |
| Approach: | They propose to build a corpus for evaluating elements of the multimodal dialogue system . they use the Wizard of Oz method to record chat dialogue data between a human and a virtual agent . |
| Outcome: | The proposed method annotates chat dialogue data between a human and a virtual agent and measures their interest level in the data. |