A Dataset for Metaphor Detection in Early Medieval Hebrew Poetry

Michael Toker, Oren Mishali, Ophir Münz-Manor, Benny Kimelfeld, Yonatan Belinkov


Abstract
There is a large volume of late antique and medieval Hebrew texts. They represent a crucial linguistic and cultural bridge between Biblical and modern Hebrew. Poetry is prominent in these texts and one of its main characteristics is the frequent use of metaphor. Distinguishing figurative and literal language use is a major task for scholars of the Humanities, especially in the fields of literature, linguistics, and hermeneutics. This paper presents a new, challenging dataset of late antique and medieval Hebrew poetry with expert annotations of metaphor, as well as some baseline results, which we hope will facilitate further research in this area.
Anthology ID:
2024.eacl-short.39
Volume:
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers)
Month:
March
Year:
2024
Address:
St. Julian’s, Malta
Editors:
Yvette Graham, Matthew Purver
Venue:
EACL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
443–453
Language:
URL:
https://aclanthology.org/2024.eacl-short.39
DOI:
Bibkey:
Cite (ACL):
Michael Toker, Oren Mishali, Ophir Münz-Manor, Benny Kimelfeld, and Yonatan Belinkov. 2024. A Dataset for Metaphor Detection in Early Medieval Hebrew Poetry. In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers), pages 443–453, St. Julian’s, Malta. Association for Computational Linguistics.
Cite (Informal):
A Dataset for Metaphor Detection in Early Medieval Hebrew Poetry (Toker et al., EACL 2024)
Copy Citation:
PDF:
https://aclanthology.org/2024.eacl-short.39.pdf