Kazunori Takashio
2025
Exploring the Impact of Modalities on Building Common Ground Using the Collaborative Scene Reconstruction Task
Yosuke Ujigawa
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Asuka Shiotani
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Masato Takizawa
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Eisuke Midorikawa
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Ryuichiro Higashinaka
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Kazunori Takashio
Proceedings of the 15th International Workshop on Spoken Dialogue Systems Technology
To deepen our understanding of verbal and non-verbal modalities in establishing common ground, this study introduces a novel “collaborative scene reconstruction task.” In this task, pairs of participants, each provided with distinct image sets derived from the same video, work together to reconstruct the sequence of the original video. The level of agreement between the participants on the image order—quantified using Kendall’s rank correlation coefficient—serves as a measure of common ground construction. This approach enables the analysis of how various modalities contribute to the constraction of common ground. A corpus comprising 40 dialogues from 20 participants was collected and analyzed. The findings suggest that specific gestures play a significant role in fostering common ground, offering valuable insights for the development of dialogue systems that leverage multimodal information to enhance user the counstraction of common ground.
2022
Dialogue Corpus Construction Considering Modality and Social Relationships in Building Common Ground
Yuki Furuya
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Koki Saito
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Kosuke Ogura
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Koh Mitsuda
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Ryuichiro Higashinaka
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Kazunori Takashio
Proceedings of the Thirteenth Language Resources and Evaluation Conference
Building common ground with users is essential for dialogue agent systems and robots to interact naturally with people. While a few previous studies have investigated the process of building common ground in human-human dialogue, most of them have been conducted on the basis of text chat. In this study, we constructed a dialogue corpus to investigate the process of building common ground with a particular focus on the modality of dialogue and the social relationship between the participants in the process of building common ground, which are important but have not been investigated in the previous work. The results of our analysis suggest that adding the modality or developing the relationship between workers speeds up the building of common ground. Specifically, regarding the modality, the presence of video rather than only audio may unconsciously facilitate work, and as for the relationship, it is easier to convey information about emotions and turn-taking among friends than in first meetings. These findings and the corpus should prove useful for developing a system to support remote communication.
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- Ryuichiro Higashinaka 2
- Yuki Furuya 1
- Eisuke Midorikawa 1
- Koh Mitsuda 1
- Kosuke Ogura 1
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