IMSurReal Too: IMS in the Surface Realization Shared Task 2020

Xiang Yu, Simon Tannert, Ngoc Thang Vu, Jonas Kuhn


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:
Bibkey:
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)
Copy Citation:
PDF:
https://preview.aclanthology.org/remove-xml-comments/2020.msr-1.4.pdf
Code
 eggplantelf/imsurreal