Abstract
We introduce the IMS contribution to the Surface Realization Shared Task 2020. The new system achieves substantial improvement over the state-of-the-art system from last year, mainly due to a better token representation and a better linearizer, as well as a simple ensembling approach. We also experiment with data augmentation, which brings some additional performance gain. The system is available at https://github.com/EggplantElf/IMSurReal.- Anthology ID:
- 2020.msr-1.4
- Volume:
- Proceedings of the Third Workshop on Multilingual Surface Realisation
- Month:
- December
- Year:
- 2020
- Address:
- Barcelona, Spain (Online)
- Venue:
- MSR
- SIG:
- SIGGEN
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 35–41
- Language:
- URL:
- https://aclanthology.org/2020.msr-1.4
- DOI:
- Cite (ACL):
- Xiang Yu, Simon Tannert, Ngoc Thang Vu, and Jonas Kuhn. 2020. IMSurReal Too: IMS in the Surface Realization Shared Task 2020. In Proceedings of the Third Workshop on Multilingual Surface Realisation, pages 35–41, Barcelona, Spain (Online). Association for Computational Linguistics.
- Cite (Informal):
- IMSurReal Too: IMS in the Surface Realization Shared Task 2020 (Yu et al., MSR 2020)
- PDF:
- https://preview.aclanthology.org/remove-xml-comments/2020.msr-1.4.pdf
- Code
- eggplantelf/imsurreal