It is based on the
biaffine attention parser architecture introduced by Dozat and Manning (2017), implemented using
SuPar.
The model leverages
CamelBERT-MIX, a pretrained language model trained on a large and diverse Arabic corpus.
1@inproceedings{Elshabrawy:2026:camelparser-dialects,
2 title = "{Parsing Arabic Dialects Revisited: New Benchmarks, Models, and Insights}",
3 author = {Ahmed Elshabrawy and
4 Go Inoue and
5 Muhammed AbuOdeh and
6 Nizar Habash} ,
7 booktitle = {Proceedings of The 7th Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT)},
8 year = "2026",
9 address = "Palma, Spain"
10}
