Jamila El-Gizuli
Author directoryAlso published as: Jamila El Gizuli
2026
BAREC-TB: A Dependency Treebank and Parsing Benchmark for Arabic Children’s Texts
Khalid N. Elmadani | Mohamed Adel | Muhammed AbuOdeh | Reem Faraj | Jamila El-Gizuli | Hanada Taha | Nizar Habash
Proceedings of The Fourth Arabic Natural Language Processing Conference
Khalid N. Elmadani | Mohamed Adel | Muhammed AbuOdeh | Reem Faraj | Jamila El-Gizuli | Hanada Taha | Nizar Habash
Proceedings of The Fourth Arabic Natural Language Processing Conference
We present BAREC-TB, the first dependency treebank of Arabic children’s literature and educational texts. The 156K-word corpus includes texts drawn from eight sources, including curricula, reading materials, children’s stories, poems, and songs. The treebank is annotated according to the Columbia Arabic Treebank (CATiB) dependency representation. We compare BAREC-TB with existing Arabic treebanks, including the Penn Arabic Treebank and Camel Treebank, using corpus statistics, dependency-based measures of syntactic complexity, readability and vocabulary-related features. We also establish parsing benchmarks using both a trainable parser and large language models. The corpus will be made publicly available to support Arabic NLP, educational NLP, and language pedagogy research: https://barec.camel-lab.com/.
2022
Camel Treebank: An Open Multi-genre Arabic Dependency Treebank
Nizar Habash | Muhammed AbuOdeh | Dima Taji | Reem Faraj | Jamila El Gizuli | Omar Kallas
Proceedings of the Thirteenth Language Resources and Evaluation Conference
Nizar Habash | Muhammed AbuOdeh | Dima Taji | Reem Faraj | Jamila El Gizuli | Omar Kallas
Proceedings of the Thirteenth Language Resources and Evaluation Conference
We present the Camel Treebank (CAMELTB), a 188K word open-source dependency treebank of Modern Standard and Classical Arabic. CAMELTB 1.0 includes 13 sub-corpora comprising selections of texts from pre-Islamic poetry to social media online commentaries, and covering a range of genres from religious and philosophical texts to news, novels, and student essays. The texts are all publicly available (out of copyright, creative commons, or under open licenses). The texts were morphologically tokenized and syntactically parsed automatically, and then manually corrected by a team of trained annotators. The annotations follow the guidelines of the Columbia Arabic Treebank (CATiB) dependency representation. We discuss our annotation process and guideline extensions, and we present some initial observations on lexical and syntactic differences among the annotated sub-corpora. This corpus will be publicly available to support and encourage research on Arabic NLP in general and on new, previously unexplored genres that are of interest to a wider spectrum of researchers, from historical linguistics and digital humanities to computer-assisted language pedagogy.