Exploration of Human Repair Initiation in Task-oriented Dialogue: A Linguistic Feature-based Approach
Anh Ngo, Dirk Heylen, Nicolas Rollet, Catherine Pelachaud, Chloé Clavel
Abstract
In daily conversations, people often encounter problems prompting conversational repair to enhance mutual understanding. By employing an automatic coreference solver, alongside examining repetition, we identify various linguistic features that distinguish turns when the addressee initiates repair from those when they do not. Our findings reveal distinct patterns that characterize the repair sequence and each type of repair initiation.- Anthology ID:
- 2024.sigdial-1.51
- Volume:
- Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue
- Month:
- September
- Year:
- 2024
- Address:
- Kyoto, Japan
- Editors:
- Tatsuya Kawahara, Vera Demberg, Stefan Ultes, Koji Inoue, Shikib Mehri, David Howcroft, Kazunori Komatani
- Venue:
- SIGDIAL
- SIG:
- SIGDIAL
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 603–609
- Language:
- URL:
- https://preview.aclanthology.org/jlcl-multiple-ingestion/2024.sigdial-1.51/
- DOI:
- 10.18653/v1/2024.sigdial-1.51
- Cite (ACL):
- Anh Ngo, Dirk Heylen, Nicolas Rollet, Catherine Pelachaud, and Chloé Clavel. 2024. Exploration of Human Repair Initiation in Task-oriented Dialogue: A Linguistic Feature-based Approach. In Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue, pages 603–609, Kyoto, Japan. Association for Computational Linguistics.
- Cite (Informal):
- Exploration of Human Repair Initiation in Task-oriented Dialogue: A Linguistic Feature-based Approach (Ngo et al., SIGDIAL 2024)
- PDF:
- https://preview.aclanthology.org/jlcl-multiple-ingestion/2024.sigdial-1.51.pdf