@proceedings{ws-2019-arabic,
    title = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4600/"
}
@inproceedings{kalimuthu-etal-2019-incremental,
    title = "Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings",
    author = "Kalimuthu, Marimuthu  and
      Barz, Michael  and
      Sonntag, Daniel",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4601/",
    doi = "10.18653/v1/W19-4601",
    pages = "1--10"
}
@inproceedings{tawfik-etal-2019-morphology,
    title = "Morphology-aware Word-Segmentation in Dialectal {A}rabic Adaptation of Neural Machine Translation",
    author = "Tawfik, Ahmed  and
      Emam, Mahitab  and
      Essam, Khaled  and
      Nabil, Robert  and
      Hassan, Hany",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4602/",
    doi = "10.18653/v1/W19-4602",
    pages = "11--17"
}
@inproceedings{attia-etal-2019-pos,
    title = "{POS} Tagging for Improving Code-Switching Identification in {A}rabic",
    author = "Attia, Mohammed  and
      Samih, Younes  and
      Elkahky, Ali  and
      Mubarak, Hamdy  and
      Abdelali, Ahmed  and
      Darwish, Kareem",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4603/",
    doi = "10.18653/v1/W19-4603",
    pages = "18--29"
}
@inproceedings{mulki-etal-2019-syntax,
    title = "Syntax-Ignorant N-gram Embeddings for Sentiment Analysis of {A}rabic Dialects",
    author = "Mulki, Hala  and
      Haddad, Hatem  and
      Gridach, Mourad  and
      Babao{\u{g}}lu, Ismail",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4604/",
    doi = "10.18653/v1/W19-4604",
    pages = "30--39"
}
@inproceedings{lachraf-etal-2019-arbengvec,
    title = "{A}rb{E}ng{V}ec : {A}rabic-{E}nglish Cross-Lingual Word Embedding Model",
    author = "Lachraf, Raki  and
      Nagoudi, El Moatez Billah  and
      Ayachi, Youcef  and
      Abdelali, Ahmed  and
      Schwab, Didier",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4605/",
    doi = "10.18653/v1/W19-4605",
    pages = "40--48"
}
@inproceedings{alqahtani-etal-2019-homograph,
    title = "Homograph Disambiguation through Selective Diacritic Restoration",
    author = "Alqahtani, Sawsan  and
      Aldarmaki, Hanan  and
      Diab, Mona",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4606/",
    doi = "10.18653/v1/W19-4606",
    pages = "49--59"
}
@inproceedings{liu-etal-2019-arabic,
    title = "{A}rabic Named Entity Recognition: What Works and What{'}s Next",
    author = "Liu, Liyuan  and
      Shang, Jingbo  and
      Han, Jiawei",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4607/",
    doi = "10.18653/v1/W19-4607",
    pages = "60--67"
}
@inproceedings{eljundi-etal-2019-hulmona,
    title = "h{ULM}on{A}: The Universal Language Model in {A}rabic",
    author = "ElJundi, Obeida  and
      Antoun, Wissam  and
      El Droubi, Nour  and
      Hajj, Hazem  and
      El-Hajj, Wassim  and
      Shaban, Khaled",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4608/",
    doi = "10.18653/v1/W19-4608",
    pages = "68--77"
}
@inproceedings{adouane-etal-2019-neural,
    title = "Neural Models for Detecting Binary Semantic Textual Similarity for {A}lgerian and {MSA}",
    author = "Adouane, Wafia  and
      Bernardy, Jean-Philippe  and
      Dobnik, Simon",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4609/",
    doi = "10.18653/v1/W19-4609",
    pages = "78--87"
}
@inproceedings{el-kishky-etal-2019-constrained,
    title = "Constrained Sequence-to-sequence {S}emitic Root Extraction for Enriching Word Embeddings",
    author = "El-Kishky, Ahmed  and
      Fu, Xingyu  and
      Addawood, Aseel  and
      Sobh, Nahil  and
      Voss, Clare  and
      Han, Jiawei",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4610/",
    doi = "10.18653/v1/W19-4610",
    pages = "88--96"
}
@inproceedings{alqaisi-okeefe-2019-en,
    title = "En-Ar Bilingual Word Embeddings without Word Alignment: Factors Effects",
    author = "Alqaisi, Taghreed  and
      O{'}Keefe, Simon",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4611/",
    doi = "10.18653/v1/W19-4611",
    pages = "97--107"
}
@inproceedings{mozannar-etal-2019-neural,
    title = "Neural {A}rabic Question Answering",
    author = "Mozannar, Hussein  and
      Maamary, Elie  and
      El Hajal, Karl  and
      Hajj, Hazem",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4612/",
    doi = "10.18653/v1/W19-4612",
    pages = "108--118"
}
@inproceedings{attia-elkahky-2019-segmentation,
    title = "Segmentation for Domain Adaptation in {A}rabic",
    author = "Attia, Mohammed  and
      Elkahky, Ali",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4613/",
    doi = "10.18653/v1/W19-4613",
    pages = "119--129"
}
@inproceedings{helwe-etal-2019-assessing,
    title = "Assessing {A}rabic Weblog Credibility via Deep Co-learning",
    author = "Helwe, Chadi  and
      Elbassuoni, Shady  and
      Al Zaatari, Ayman  and
      El-Hajj, Wassim",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4614/",
    doi = "10.18653/v1/W19-4614",
    pages = "130--136"
}
@inproceedings{alshargi-etal-2019-morphologically,
    title = "Morphologically Annotated Corpora for Seven {A}rabic Dialects: {T}aizi, {S}anaani, {N}ajdi, {J}ordanian, {S}yrian, {I}raqi and {M}oroccan",
    author = "Alshargi, Faisal  and
      Dibas, Shahd  and
      Alkhereyf, Sakhar  and
      Faraj, Reem  and
      Abdulkareem, Basmah  and
      Yagi, Sane  and
      Kacha, Ouafaa  and
      Habash, Nizar  and
      Rambow, Owen",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4615/",
    doi = "10.18653/v1/W19-4615",
    pages = "137--147"
}
@inproceedings{sawalha-etal-2019-construction,
    title = "Construction and Annotation of the {J}ordan Comprehensive Contemporary {A}rabic Corpus ({JCCA})",
    author = "Sawalha, Majdi  and
      Alshargi, Faisal  and
      AlShdaifat, Abdallah  and
      Yagi, Sane  and
      Qudah, Mohammad A.",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4616/",
    doi = "10.18653/v1/W19-4616",
    pages = "148--157"
}
@inproceedings{durgar-el-kahlout-etal-2019-translating,
    title = "Translating Between Morphologically Rich Languages: An {A}rabic-to-{T}urkish Machine Translation System",
    author = "Durgar El-Kahlout, {\.I}lknur  and
      Bekta{\c{s}}, Emre  and
      Erdem, Naime {\c{S}}eyma  and
      Kaya, Hamza",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4617/",
    doi = "10.18653/v1/W19-4617",
    pages = "158--166"
}
@inproceedings{khaddaj-etal-2019-improved,
    title = "Improved Generalization of {A}rabic Text Classifiers",
    author = "Khaddaj, Alaa  and
      Hajj, Hazem  and
      El-Hajj, Wassim",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4618/",
    doi = "10.18653/v1/W19-4618",
    pages = "167--174"
}
@inproceedings{zeroual-etal-2019-osian,
    title = "{OSIAN}: Open Source International {A}rabic News Corpus - Preparation and Integration into the {CLARIN}-infrastructure",
    author = "Zeroual, Imad  and
      Goldhahn, Dirk  and
      Eckart, Thomas  and
      Lakhouaja, Abdelhak",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4619/",
    doi = "10.18653/v1/W19-4619",
    pages = "175--182"
}
@inproceedings{algotiml-etal-2019-arabic,
    title = "{A}rabic Tweet-Act: Speech Act Recognition for {A}rabic Asynchronous Conversations",
    author = "Algotiml, Bushra  and
      Elmadany, AbdelRahim  and
      Magdy, Walid",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4620/",
    doi = "10.18653/v1/W19-4620",
    pages = "183--191"
}
@inproceedings{abu-farha-magdy-2019-mazajak,
    title = "{M}azajak: An Online {A}rabic Sentiment Analyser",
    author = "Abu Farha, Ibrahim  and
      Magdy, Walid",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4621/",
    doi = "10.18653/v1/W19-4621",
    pages = "192--198"
}
@inproceedings{bouamor-etal-2019-madar,
    title = "The {MADAR} Shared Task on {A}rabic Fine-Grained Dialect Identification",
    author = "Bouamor, Houda  and
      Hassan, Sabit  and
      Habash, Nizar",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4622/",
    doi = "10.18653/v1/W19-4622",
    pages = "199--207"
}
@inproceedings{priban-taylor-2019-zcu,
    title = "{ZCU}-{NLP} at {MADAR} 2019: Recognizing {A}rabic Dialects",
    author = "P{\v{r}}ib{\'a}{\v{n}}, Pavel  and
      Taylor, Stephen",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4623/",
    doi = "10.18653/v1/W19-4623",
    pages = "208--213"
}
@inproceedings{eltanbouly-etal-2019-simple,
    title = {Simple But Not Na{\"i}ve: Fine-Grained {A}rabic Dialect Identification Using Only N-Grams},
    author = "Eltanbouly, Sohaila  and
      Bashendy, May  and
      Elsayed, Tamer",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4624/",
    doi = "10.18653/v1/W19-4624",
    pages = "214--218"
}
@inproceedings{kchaou-etal-2019-lium,
    title = "{LIUM}-{MIRACL} Participation in the {MADAR} {A}rabic Dialect Identification Shared Task",
    author = "Kchaou, Sam{\'e}h  and
      Bougares, Fethi  and
      Hadrich-Belguith, Lamia",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4625/",
    doi = "10.18653/v1/W19-4625",
    pages = "219--223"
}
@inproceedings{fares-etal-2019-arabic,
    title = "{A}rabic Dialect Identification with Deep Learning and Hybrid Frequency Based Features",
    author = "Fares, Youssef  and
      El-Zanaty, Zeyad  and
      Abdel-Salam, Kareem  and
      Ezzeldin, Muhammed  and
      Mohamed, Aliaa  and
      El-Awaad, Karim  and
      Torki, Marwan",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4626/",
    doi = "10.18653/v1/W19-4626",
    pages = "224--228"
}
@inproceedings{ghoul-lejeune-2019-michael,
    title = "{MICHAEL}: Mining Character-level Patterns for {A}rabic Dialect Identification ({MADAR} Challenge)",
    author = {Ghoul, Dhaou  and
      Lejeune, Ga{\"e}l},
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4627/",
    doi = "10.18653/v1/W19-4627",
    pages = "229--233"
}
@inproceedings{mishra-mujadia-2019-arabic,
    title = "{A}rabic Dialect Identification for Travel and {T}witter Text",
    author = "Mishra, Pruthwik  and
      Mujadia, Vandan",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4628/",
    doi = "10.18653/v1/W19-4628",
    pages = "234--238"
}
@inproceedings{talafha-etal-2019-mawdoo3,
    title = "Mawdoo3 {AI} at {MADAR} Shared Task: {A}rabic Tweet Dialect Identification",
    author = "Talafha, Bashar  and
      Farhan, Wael  and
      Altakrouri, Ahmed  and
      Al-Natsheh, Hussein",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4629/",
    doi = "10.18653/v1/W19-4629",
    pages = "239--243"
}
@inproceedings{ragab-etal-2019-mawdoo3,
    title = "Mawdoo3 {AI} at {MADAR} Shared Task: {A}rabic Fine-Grained Dialect Identification with Ensemble Learning",
    author = "Ragab, Ahmad  and
      Seelawi, Haitham  and
      Samir, Mostafa  and
      Mattar, Abdelrahman  and
      Al-Bataineh, Hesham  and
      Zaghloul, Mohammad  and
      Mustafa, Ahmad  and
      Talafha, Bashar  and
      Freihat, Abed Alhakim  and
      Al-Natsheh, Hussein",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4630/",
    doi = "10.18653/v1/W19-4630",
    pages = "244--248"
}
@inproceedings{de-francony-etal-2019-hierarchical,
    title = "Hierarchical Deep Learning for {A}rabic Dialect Identification",
    author = "de Francony, Gael  and
      Guichard, Victor  and
      Joshi, Praveen  and
      Afli, Haithem  and
      Bouchekif, Abdessalam",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4631/",
    doi = "10.18653/v1/W19-4631",
    pages = "249--253"
}
@inproceedings{abu-kwaik-saad-2019-arbdialectid,
    title = "{A}rb{D}ialect{ID} at {MADAR} Shared Task 1: Language Modelling and Ensemble Learning for Fine Grained {A}rabic Dialect Identification",
    author = "Abu Kwaik, Kathrein  and
      Saad, Motaz",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4632/",
    doi = "10.18653/v1/W19-4632",
    pages = "254--258"
}
@inproceedings{meftouh-etal-2019-smart,
    title = "The {SM}ar{T} Classifier for {A}rabic Fine-Grained Dialect Identification",
    author = "Meftouh, Karima  and
      Abidi, Karima  and
      Harrat, Salima  and
      Smaili, Kamel",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4633/",
    doi = "10.18653/v1/W19-4633",
    pages = "259--263"
}
@inproceedings{lippincott-etal-2019-jhu,
    title = "{JHU} System Description for the {MADAR} {A}rabic Dialect Identification Shared Task",
    author = "Lippincott, Tom  and
      Shapiro, Pamela  and
      Duh, Kevin  and
      McNamee, Paul",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4634/",
    doi = "10.18653/v1/W19-4634",
    pages = "264--268"
}
@inproceedings{abbas-etal-2019-st,
    title = "{ST} {MADAR} 2019 Shared Task: {A}rabic Fine-Grained Dialect Identification",
    author = "Abbas, Mourad  and
      Lichouri, Mohamed  and
      Freihat, Abed Alhakim",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4635/",
    doi = "10.18653/v1/W19-4635",
    pages = "269--273"
}
@inproceedings{elaraby-zahran-2019-character,
    title = "A Character Level Convolutional {B}i{LSTM} for {A}rabic Dialect Identification",
    author = "Elaraby, Mohamed  and
      Zahran, Ahmed",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4636/",
    doi = "10.18653/v1/W19-4636",
    pages = "274--278"
}
@inproceedings{zhang-abdul-mageed-2019-army,
    title = "No Army, No Navy: {BERT} Semi-Supervised Learning of {A}rabic Dialects",
    author = "Zhang, Chiyu  and
      Abdul-Mageed, Muhammad",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4637/",
    doi = "10.18653/v1/W19-4637",
    pages = "279--284"
}
@inproceedings{talafha-etal-2019-team,
    title = "Team {JUST} at the {MADAR} Shared Task on {A}rabic Fine-Grained Dialect Identification",
    author = "Talafha, Bashar  and
      Fadel, Ali  and
      Al-Ayyoub, Mahmoud  and
      Jararweh, Yaser  and
      AL-Smadi, Mohammad  and
      Juola, Patrick",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4638/",
    doi = "10.18653/v1/W19-4638",
    pages = "285--289"
}
@inproceedings{samih-etal-2019-qc,
    title = "{QC}-{GO} Submission for {MADAR} Shared Task: {A}rabic Fine-Grained Dialect Identification",
    author = "Samih, Younes  and
      Mubarak, Hamdy  and
      Abdelali, Ahmed  and
      Attia, Mohammed  and
      Eldesouki, Mohamed  and
      Darwish, Kareem",
    editor = "El-Hajj, Wassim  and
      Belguith, Lamia Hadrich  and
      Bougares, Fethi  and
      Magdy, Walid  and
      Zitouni, Imed  and
      Tomeh, Nadi  and
      El-Haj, Mahmoud  and
      Zaghouani, Wajdi",
    booktitle = "Proceedings of the Fourth Arabic Natural Language Processing Workshop",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4639/",
    doi = "10.18653/v1/W19-4639",
    pages = "290--294"
}