@inproceedings{JAKBEHO23,
title = {WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task},
author = {Mustafa Jarrar and Muhammad Abdul-Mageed and Mohammed Khalilia and Bashar Talafha and AbdelRahim Elmadany and Nagham Hamad and Alaa’ Omar},
doi = {10.18653/v1/2023.arabicnlp-1.83},
booktitle = {Proceedings of the 1st Arabic Natural Language Processing Conference (ArabicNLP), Part of the EMNLP 2023},
pages = {748--758},
location = {Singapore},
month = {December},
year = {2023},
publisher = {ACL},
url ={https://doi.org/10.18653/v1/2023.arabicnlp-1.83},
url={http://www.jarrar.info/publications/JAKBEHO23.pdf}
}

@inproceedings{JBKEG23,
title = {ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic},
author = {Mustafa Jarrar and Ahmet Birim and Mohammed Khalilia and Mustafa Erden and Sana Ghanem},
doi = {10.18653/v1/2023.arabicnlp-1.22},
booktitle = {Proceedings of the 1st Arabic Natural Language Processing Conference (ArabicNLP), Part of the EMNLP 2023},
pages = {276--287},
location = {Singapore},
month = {December},
year = {2023},
publisher = {ACL},
url ={https://doi.org/10.18653/v1/2023.arabicnlp-1.22},
url={http://www.jarrar.info/publications/JBKEG23.pdf}
}


@inproceedings{LJKOA23,
title = {Arabic Fine-Grained Entity Recognition},
author = {Haneen Liqreina and Mustafa Jarrar and Mohammed Khalilia and Ahmed Oumar El-Shangiti and Muhammad Abdul-Mageed},
doi = {10.18653/v1/2023.arabicnlp-1.25},
booktitle = {Proceedings of the 1st Arabic Natural Language Processing Conference (ArabicNLP), Part of the EMNLP 2023},
pages = {310--323},
location = {Singapore},
month = {December},
year = {2023},
publisher = {ACL},
url ={https://doi.org/10.18653/v1/2023.arabicnlp-1.25},
url={http://www.jarrar.info/publications/LJKOA23.pdf}
}

@inproceedings{JMHK23,
title = {SALMA: Arabic Sense-Annotated Corpus and WSD Benchmarks},
author = {Mustafa Jarrar and Sanad Malaysha and Tymaa Hammouda and Mohammad Khalilia},
doi = {10.18653/v1/2023.arabicnlp-1.29},
booktitle = {Proceedings of the 1st Arabic Natural Language Processing Conference (ArabicNLP), Part of the EMNLP 2023},
pages = {359--369},
location = {Singapore},
month = {December},
year = {2023},
publisher = {ACL},
url ={https://doi.org/10.18653/v1/2023.arabicnlp-1.29},
url={http://www.jarrar.info/publications/JMHK23.pdf}
}

@inproceedings{ANMFTM23,
title = {Nâbra: Syrian Arabic Dialects with Morphological Annotations},
author = {Amal Nayouf and Mustafa Jarrar and Fadi zaraket and Tymaa Hammouda and Mohamad-Bassam Kurdy},
doi = {10.18653/v1/2023.arabicnlp-1.2},
booktitle = {Proceedings of the 1st Arabic Natural Language Processing Conference (ArabicNLP), Part of the EMNLP 2023},
pages = {12--23},
location = {Singapore},
month = {December},
year = {2023},
publisher = {ACL},
url ={https://doi.org/10.18653/v1/2023.arabicnlp-1.2},
url={http://www.jarrar.info/publications/NHJZK23.pdf}
}

@inproceedings{HJKN23,
title = {Offensive Hebrew Corpus and Detection using BERT},
author = {Nagham Hamad and Mustafa Jarrar and Mohammad Khalilia and Nadim Nashif},
booktitle = {Proceedings of the 20th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA)},
location = {Egypt},
month = {December},
year = {2023},
publisher = {IEEE},
url={http://www.jarrar.info/publications/HJKN23.pdf}
}

@inproceedings{JZHNW23,
title = {Lisan: Yemeni, Irqi, Libyan, and Sudanese Arabic Dialect Copora with Morphological Annotations},
author = {Mustafa Jarrar and Fadi Zaraket and Tymaa Hammouda and Daanish Masood Alavi and Martin Waahlisch},
booktitle = {The 20th IEEE/ACS International Conference on Computer Systems and Applications (AICCSA)},
year = {2023},
month = {December},
publisher = {IEEE},
issn ={},
isbn = {},
location = {Egypt},
doi = {10.48550/ARXIV.2212.06468}}

@inproceedings{KAEMKRTM23,
title = {Open-source thesaurus development for under-resourced languages: a Welsh case study},
author = {Nouran Khallaf and Elin Arfon and Mo El-Haj and  Jon Morris and Dawn Knight and Paul Rayson and Tymaa Hammoudaand  Mustafa Jarrar},
booktitle = {The 4th Conference on Language, Data and Knowledge (LDK2023)},
year = {2023},
month = {September},
location = {Vienna, Austria},
url = {http://www.jarrar.info/publications/KAEMKRTM23.pdf}}


@inproceedings{GJJB23,
title = {A Benchmark and Scoring Algorithm for Enriching Arabic Synonyms},
author = {Sana Ghanem and Mustafa Jarrar and Radi Jarrar and Ibrahim Bounhas},
isbn = {978-9-464027-31-0},
booktitle = {Proceedings of the 12th International Global Wordnet Conference (GWC2023)},
pages = {215-222},
location = {Donostia, San Sebastian},
month = {Jan},
year = {2023},
publisher = {Global Wordnet Association},
url = {http://www.jarrar.info/publications/GJJB23.pdf}}


@inproceedings{MJK23,
title = {Context-Gloss Augmentation for Improving Arabic Target Sense Verification},
author = {Sanad Malaysha and Mustafa Jarrar and Mohammad Khalilia},
isbn = {978-9-464027-31-0},
booktitle = {Proceedings of the 12th International Global Wordnet Conference (GWC2023)},
pages = {},
location = {San Sebastian},
month = {Jan},
year = {2023},
publisher = {Global Wordnet Association},
url={http://www.jarrar.info/publications/MJK23.pdf}
}

%%%%%%%%%%%%%%%%%%    2022  %%%%%%%%%%%%%%%%%%
@misc{JZHNW22,
  doi = {10.48550/ARXIV.2212.06468},
  url = {https://arxiv.org/abs/2212.06468},
  author = {Jarrar, Mustafa and Zaraket, Fadi A and Hammouda, Tymaa and Alavi, Daanish Masood and Waahlisch, Martin},
  title = {Lisan: Yemeni, Irqi, Libyan, and Sudanese Arabic Dialect Copora with Morphological Annotations},
  publisher = {arXiv},
  year = {2022}}

@inproceedings{EJHZ22, 
title = {Curras + Baladi: Towards a Levantine Corpus},
author = {Karim El Haff and Mustafa Jarrar and Tymaa Hammouda and Fadi Zaraket},
booktitle = {Proceedings of the International Conference on Language Resources and Evaluation (LREC 2022)},
address = {Marseille, France},
month = {June},
year = {2022},
url={https://arxiv.org/pdf/2212.06468.pdf}}

@inproceedings{JKG22,
title = {Wojood: Nested Arabic Named Entity Corpus and Recognition using
BERT},
author = {Mustafa Jarrar and Mohammed Khalilia and Sana Ghanem},
booktitle = {Proceedings of the International Conference on Language Resources and Evaluation (LREC 2022)},
address = {Marseille, France},
month = {June},
year = {2022},
url={https://arxiv.org/pdf/2205.09651.pdf}
}

%%%%%%%%%%%%%%%%%%    2021   %%%%%%%%%%%%%%%%%%

@article{J21,
title = {The Arabic Ontology - An Arabic Wordnet with Ontologically Clean Content},
author = {Mustafa Jarrar},
journal = {Applied Ontology Journal},
volume ={16},
number ={1},
pages = {1-26},
year = {2021},
publisher = {IOS Press},
doi = {10.3233/AO-200241}}

@inproceedings{HJ21b,
title = {ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD.},
author = {Moustafa Al-Hajj and Mustafa Jarrar},
booktitle = {Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021)},
pages = {40--48},
isbn = {978-954-452-072-4},
issn = {1313-8502},
address = {Online},
month = {sep},
year = {2021},
publisher = {INCOMA Ltd.},
doi = {10.26615/978-954-452-072-4_005},
url={https://doi.org/10.26615/978-954-452-072-4_005}}

@inproceedings{HJ21,
title = {LU-BZU at SemEval-2021 Task 2: Word2Vec and Lemma2Vec performance in Arabic Word-in-Context disambiguation.},
author = {Moustafa Al-Hajj and Mustafa Jarrar},
booktitle = {Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021)},
pages = {748--755},
address = {Online},
month = {aug},
year = {2021},
publisher = {Association for Computational Linguistics},
doi = {10.18653/v1/2021.semeval-1.99},
url={https://doi.org/10.18653/v1/2021.semeval-1.99}}

@inproceedings{KAJ21,
title = {Current Trends and Approaches in Synonyms Extraction: Potential Adaptation to Arabic},
author = {Eman Naser-Karajah and Nabil Arman and Mustafa Jarrar},
booktitle = {Proceedings of the 2021 International Conference on Information Technology (ICIT)},
pages = {428-434},
address = {Amman, Jordan},
year = {2021},
publisher = {IEEE},
doi = {10.1109/ICIT52682.2021.9491713}}

@inproceedings{JKKS21,
title = {Extracting Synonyms from Bilingual Dictionaries},
author = {Mustafa Jarrar and Eman Karajah and Muhammad Khalifa and Khaled Shaalan},
isbn = {978-9-464027-31-0},
booktitle = {Proceedings of the 11th International Global Wordnet Conference (GWC2021)},
pages = {215-222},
location = {Pretoria, South Africa},
month = {Jan},
year = {2021},
publisher = {Global Wordnet Association},
url = {http://www.jarrar.info/publications/JKKS21.pdf}}

@article{DH21,
title = {A Panoramic Survey of Natural Language Processing in the Arab Worlds},
author = {Darwish, Kareem and Habash, Nizar and Abbas, Mourad and Al-Khalifa, Hend and Al-Natsheh, Huseein T. and Bouamor, Houda and Bouzoubaa, Karim and Cavalli-Sforza, Violetta and El-Beltagy, Samhaa R. and El-Hajj, Wassim and Jarrar, Mustafa and Mubarak, Hamdy},
volume = {64},
number = {4},
pages = {72–81},
numpages = {10},
journal = {Commun. ACM},
month = {April},
year = {2021},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
issn = {0001-0782},
doi = {10.1145/3447735}}

%%%%%%%%%%%%%%%%%%    2020   %%%%%%%%%%%%%%%%%%

@inbook{J20,
title = {Digitization of Arabic Lexicons},
author = {Mustafa Jarrar},
booktitle = {Arabic Language Status Report},
pages = {214-217},
month = {December},
year = {2020},
publisher = {UAE Ministry of Culture and Youth},
url = {https://www.researchgate.net/publication/351335422_Digitization_of_Arabic_Lexicons},
url={http://www.jarrar.info/publications/J20.pdf}
}

%%%%%%%%%%%%%%%%%%    2019   %%%%%%%%%%%%%%%%%%

@inproceedings{JA19,
title = {An Arabic-Multilingual Database with a Lexicographic Search Engine},
author = {Mustafa Jarrar and Hamzeh Amayreh},
doi = {10.1007/978-3-030-23281-8_19},
isbn = {978-3-030-23281-8},
booktitle = {The 24th International Conference on Applications of Natural Language to Information Systems (NLDB 2019)},
volume ={11608},
Series = {LNCS},
pages = {234-246},
location = {Manchester, UK},
month = {June},
year = {2019},
publisher = {Springer}}

@inproceedings{JAM19,
title = {Representing Arabic Lexicons in Lemon - a Preliminary Study},
author = {Mustafa Jarrar and Hamzeh Amayreh and John P. McCrae},
booktitle = {The 2nd Conference on Language, Data and Knowledge (LDK 2019)},
pages = {29-33},
volume ={2402},
publisher = {CEUR Workshop Proceedings},
issn ={1613-0073},
location = {Leipzig, Germany},
month = {May},
year = {2019},
url={http://www.jarrar.info/publications/JAM19.pdf}}



@inproceedings{ADJ19,
title = {Usability Evaluation of Lexicographic e-Services},
author = {Diana Alhafi and Anton Deik and Mustafa Jarrar},
booktitle = {The 2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)},
doi = {10.1109/AICCSA47632.2019.9035226},
pages = {1-7},
publisher = {IEE},
issn ={2161-5322},
isbn = {978-1-7281-5052-9},
location = {Abu Dhabi},
month = {November},
year = {2019}}

@article{ADJ19_report,
  title={Lexicon Digitization-A Framework for Structuring, Normalizing and Cleaning Lexical Entries},
  author={Amayreh, Hamzeh and Dwaikat, Mohammad and Jarrar, Mustafa},
  journal={Technical Report, Birzeit University},
  year={2019},
  url = {http://www.jarrar.info/publications/ADJ18.pdf}
}



%%%%%%%%%%%%%%%%%%    2018   %%%%%%%%%%%%%%%%%%

@article{JZAA18,
title = {Diacritic-Based Matching of Arabic Words},
author = {Mustafa Jarrar and Fadi Zaraket and Rami Asia and Hamzeh Amayreh},
doi = {10.1145/3242177},
issn ={2375-4699},
acmid = {3242177},
journal = {ACM Asian and Low-Resource Language Information Processing},
number ={2},
volume ={18},
articleno = {10},
pages = {10:1-10:21},
numpages = {21},
issue_date = {December 2018},
month = {December},
year = {2018},
publisher = {ACM},
address = {New York, NY, USA}
}

@article{BigDataSemantics,
title = {Big Data Semantics},
author = {Paolo Ceravolo and Antonia Azzini and Marco Angelini and Tiziana Catarci and Philippe Cudre-Mauroux and Ernesto Damiani and Alexandra Mazak and Maurice Van Keulen and Mustafa Jarrar and Giuseppe Santucci and Kai-Uwe Sattler and Monica Scannapieco and Manuel Wimmer and Robert Wrembel and Fadi Zaraket},
doi = {10.1007/S13740-018-0086-2},
eid = {2-s2.0-85048500823},
issn ={1861-2032},
journal = {Journal on Data Semantics},
month = {May},
number ={2},
pages = {65-85},
publisher = {Springer},
volume ={7},
year = {2018},
url = {https://doi.org/10.1007/s13740-018-0086-2}}


@article{J18,
title = {Search Engine for Arabic Lexicons},
author = {Mustafa Jarrar},
booktitle = {Proceedings of the 5th Conference on Translation and the Problematics of Cross-cultural Understanding.},
month = {December},
publisher = {The Forum for Arab and International Relations},
year = {2018},
keywords ={Lexicograohic Search Engine, Arabic Ontology, Arabic Lexicons, Lexical Resources},
url = {https://www.researchgate.net/publication/331843839_mhrk_bhth_llmajm_alrbyt},
url = {http://www.jarrar.info/publications/J18.pdf}}

@techreport{DGZJAMRMW18,
title = {Social Media Opinion Mining and Sentiment Analysis - Bahrain Elections.},
author = {Rayan Dankar and Hadi Ghattas and Fadi Zaraket and Mustafa Jarrar and Hamzeh Amayreh and Walid Magdi and Alex Rutherford and Daanish Masood and Martin Waehlisch},
Institution = {United Nations},
location = {New York},
year = {2018}}

%%%%%%%%%%%%%%%%%%    2017   %%%%%%%%%%%%%%%%%%

@article{JHRAZ17,
title = {Curras: An Annotated Corpus for the Palestinian Arabic Dialect},
journal = {Journal Language Resources and Evaluation},
author = {Mustafa Jarrar and Nizar Habash and Faeq Alrimawi and Diyam Akra and Nasser Zalmout},
doi = {10.1007/S10579-016-9370-7},
eid = {2-s2.0-85001544989},
issn ={1574-0218},
month = {September},
number ={3},
pages = {745-775},
publisher = {Springer},
volume ={51},
year = {2017}}

@techreport{HJ15,
title ={Palestinian Arabic Conventional Orthography Guidelines},
author = {Nizar Habash and Mustafa Jarrar and Faeq Alrimawi and Diyam Akra and Nasser Zalmout and Eric Bartolotti and Mahdi Arar},
year = {2015},
institution = {Birzeit University}
}

@inproceedings{JC17,
title = {Classifying Processes and Basic Formal Ontology},
author = {Mustafa Jarrar and Werner Ceusters},
booktitle = {Proceedings of the 8th International Conference on Biomedical Ontology (ICBO 2017)},
publisher = {CEUR Workshop Proceedings},
volume ={2137},
location = {Newcastle, UK},
month = {September},
year = {2017},
eid = {2-s2.0-85050455343},
url = {https://www.researchgate.net/publication/320024419_Classifying_Processes_and_Basic_Formal_Ontology}}

@inproceedings{ARJ17,
title = {Clustering Arabic Tweets for Sentiment Analysis},
author = {Diab Abuaiadah and Dileep Rajendran and Mustafa Jarrar},
booktitle = {Proceedings of the 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications},
doi = {10.1109/AICCSA.2017.162},
eid = {2-s2.0-85046098273},
Isbn = {978-1-5386-3581-0},
issn ={2161-5330},
location = {Hammamet, Tunisia},
month = {November},
pages = {499-506},
publisher = {IEEE Computer Society},
year = {2017},
url = {https://doi.org/10.1109/AICCSA.2017.162}}


%%%%%%%%%%%%%%%%%%    2016  %%%%%%%%%%%%%%%%%%

@article{APJ16,
title = {Effectiveness of automatic translations for cross-lingual ontology mapping},
author = {Mamoun Abu Helou and Matteo Palmonari and Mustafa Jarrar},
issn ={1076-9757},
doi = {10.1613/jair.4789},
eid = {2-s2.0-84958162157},
journal = {Journal of Artificial Intelligence Research},
month = {January},
number ={1},
pages = {165-208},
publisher = {AI Access Foundation},
volume ={55},
acmid = {3013564},
year = {2016},
url = {https://doi.org/10.1613/jair.4789}}


%%%%%%%%%%%%%%%%%%    2015  %%%%%%%%%%%%%%%%%%

@article{JD15,
title = {The Graph Signature: A Scalable Query Optimization Index for RDF Graph Databases Using Bisimulation and Trace Equivalence Summarization},
author = {Mustafa Jarrar and Anton Deik},
doi = {10.4018/IJSWIS.2015040102},
issn ={1552-6283},
eid = {2-s2.0-84945200316},
journal = {International Journal on Semantic Web and Information Systems},
number ={2},
pages = {36-65},
publisher = {IGI Global},
volume ={11},
year = {2015},
url = {https://doi.org/10.4018/IJSWIS.2015040102}}


%%%%%%%%%%%%%%%%%%    2014  %%%%%%%%%%%%%%%%%%

@inproceedings{JHAZ14,
title = {Building a Corpus for Palestinian Arabic: a Preliminary Study},
author = {Mustafa Jarrar and Nizar Habash and Diyam Akra and Nasser Zalmout},
booktitle = {Proceedings of the EMNLP 2014, Workshop on Arabic Natural Language},
doi = {10.3115/V1/W14-3603},
Isbn = {978-1-937284-96-1},
location = {Doha, Qatar},
month = {October},
pages = {18-27},
publisher = {Association For Computational Linguistics},
year = {2014},
url = {https://doi.org/10.3115/V1/W14-3603}}

@inproceedings{HPJF14,
title = {Towards Building Lexical Ontology via Cross-Language Matching},
author = {Mamoun Abu Helou and Matteo Palmonari and Mustafa Jarrar and Christiane Fellbaum},
booktitle = {Proceedings of the 7th Conference on Global WordNet},
Isbn = {978-9949-32-492-7},
eid = {2-s2.0-84859707947},
location = {Tartu, Estonia},
month = {January},
pages = {346-354},
publisher = {Global WordNet Association},
year = {2014},
url = {https://www.researchgate.net/publication/288120715_Towards_building_lexical_ontology_via_cross-language_matching},
url = {http://www.jarrar.info/publications/HPJF14.pdf}}

%%%%%%%%%%%%%%%%%%    2011  %%%%%%%%%%%%%%%%%%

@inproceedings{J11,
title = {Building a Formal Arabic Ontology (Invited Paper)},
author = {Mustafa Jarrar},
booktitle = {Proceedings of the Experts Meeting on Arabic Ontologies and Semantic Networks},
location = {Tunis},
month = {7},
publisher = {ALECSO, Arab League},
year = {2011},
url = {http://www.jarrar.info/publications/J11.pdf}
}

@inproceedings{JDF11,
title = {Ontology-Based Data and Process Governance Framework -The Case of e-Government Interoperability in Palestine},
author = {Mustafa Jarrar and Anton Deik and Bilal Faraj},
booktitle = {Proceedings of the IFIP International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA'11)},
Isbn = {9788890312021},
location = {Campione, Italy},
month = {6},
pages = {83-98},
year = {2011},
url = {https://www.researchgate.net/publication/279192109_Ontology-based_Data_and_Process_Governance_Framework_-The_Case_of_e-Government_Interoperability_in_Palestine}}



%%%%%%%%%%%%%%%%%%    2006   %%%%%%%%%%%%%%%%%%
@inproceedings{J06,
title = {Towards the Notion of Gloss, and the Adoption of Linguistic Resources in Formal Ontology Engineering},
author = {Mustafa Jarrar},
booktitle = {Proceedings of the 15th international conference on World Wide Web (WWW2006)},
doi = {10.1145/1135777.1135850},
Isbn = {1-59593-323-9},
eid = {2-s2.0-34250629307},
location = {Edinburgh, Scotland},
month = {May},
pages = {497-503},
publisher = {ACM Press, New York, NY},
year = {2006}
}

@techreport{JKD06a,
title = {Multilingual Verbalization of ORM Conceptual Models and Axiomatized Ontologies},
author = {Mustafa Jarrar and Maria Keet and Paolo Dongilli},
Institution = {Vrije Universiteit Brussel},
location = {Brussels, Belgium},
month = {February},
year = {2006},
url = {https://www.researchgate.net/publication/271131712_Multilingual_verbalization_of_ORM_conceptual_models_and_axiomatized_ontologies"},
url = {http://www.jarrar.info/publications/JKD06a.pdf}}


%%%%%%%%%%%%%%%%%%    2005   %%%%%%%%%%%%%%%%%%
@phdthesis{J05,
title = {Towards Methodological Principles for Ontology Engineering},
author = {Mustafa Jarrar},
Institution = {Vrije Universiteit Brussel},
location = {Brussels, Belgium},
month = {May},
School = {Vrije Universiteit Brussel},
year = {2005},
url = {http://www.jarrar.info/phd-thesis/JarrarPhDThesisV167.pdf}}