Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking
Longyue Wang, Jinhua Du, Liangyou Li, Zhaopeng Tu, Andy Way, Qun Liu
Abstract
We showcase TODAY, a semantics-enhanced task-oriented dialogue translation system, whose novelties are: (i) task-oriented named entity (NE) definition and a hybrid strategy for NE recognition and translation; and (ii) a novel grounded semantic method for dialogue understanding and task-order management. TODAY is a case-study demo which can efficiently and accurately assist customers and agents in different languages to reach an agreement in a dialogue for the hotel booking.- Anthology ID:
- I17-3009
- Volume:
- Proceedings of the IJCNLP 2017, System Demonstrations
- Month:
- November
- Year:
- 2017
- Address:
- Tapei, Taiwan
- Venue:
- IJCNLP
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 33–36
- Language:
- URL:
- https://aclanthology.org/I17-3009
- DOI:
- Cite (ACL):
- Longyue Wang, Jinhua Du, Liangyou Li, Zhaopeng Tu, Andy Way, and Qun Liu. 2017. Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking. In Proceedings of the IJCNLP 2017, System Demonstrations, pages 33–36, Tapei, Taiwan. Association for Computational Linguistics.
- Cite (Informal):
- Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking (Wang et al., IJCNLP 2017)
- PDF:
- https://preview.aclanthology.org/ingestion-script-update/I17-3009.pdf