@inproceedings{ozaki-etal-2021-project,
title = "Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing",
author = "Ozaki, Hiroaki and
Morio, Gaku and
Morishita, Terufumi and
Miyoshi, Toshinori",
editor = "Merlo, Paola and
Tiedemann, Jorg and
Tsarfaty, Reut",
booktitle = "Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume",
month = apr,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.eacl-main.221",
doi = "10.18653/v1/2021.eacl-main.221",
pages = "2586--2594",
abstract = "This paper describes the first report on cross-lingual transfer for semantic dependency parsing. We present the insight that there are twodifferent kinds of cross-linguality, namely sur-face level and mantic level, and try to cap-ture both kinds of cross-linguality by combin-ing annotation projection and model transferof pre-trained language models. Our exper-iments showed that the performance of our graph-based semantic dependency parser almost achieved the approximated upper bound.",
}
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%0 Conference Proceedings
%T Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing
%A Ozaki, Hiroaki
%A Morio, Gaku
%A Morishita, Terufumi
%A Miyoshi, Toshinori
%Y Merlo, Paola
%Y Tiedemann, Jorg
%Y Tsarfaty, Reut
%S Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
%D 2021
%8 April
%I Association for Computational Linguistics
%C Online
%F ozaki-etal-2021-project
%X This paper describes the first report on cross-lingual transfer for semantic dependency parsing. We present the insight that there are twodifferent kinds of cross-linguality, namely sur-face level and mantic level, and try to cap-ture both kinds of cross-linguality by combin-ing annotation projection and model transferof pre-trained language models. Our exper-iments showed that the performance of our graph-based semantic dependency parser almost achieved the approximated upper bound.
%R 10.18653/v1/2021.eacl-main.221
%U https://aclanthology.org/2021.eacl-main.221
%U https://doi.org/10.18653/v1/2021.eacl-main.221
%P 2586-2594
Markdown (Informal)
[Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing](https://aclanthology.org/2021.eacl-main.221) (Ozaki et al., EACL 2021)
ACL