A Markovian approach for arabic root extraction. - Abderrahim Boudlal; Mohamed Ould Abdallahi Ould Bebah; Abdelhak Lakhouaja; Azzeddine Mazroui; Abdelouafi Meziane (Int. Arab J. Inf. Technol., 2011)

Smoothing methods for a morpho-statistical approach of automatic diacritization Arabic texts (Méthodes de lissage d'une approche morpho-statistique pour la voyellation automatique des textes arabes) [in French]. - Amine Chennoufi; Azzeddine Mazroui (TALN (2), 2014)

Hybrid approaches for automatic vowelization of Arabic texts. - Mohamed Bebah; Amine Chennoufi; Azzeddine Mazroui; Abdelhak Lakhouaja (CoRR, 2014)

Evaluation of the ambiguity caused by the absence of diacritical marks in Arabic texts: Statistical study. - Mohamed Boudchiche; Azzeddine Mazroui (ICTA, 2015)

Amelioration of the Interactive Dictionary of Arabic Language. - Mohammed Reqqass; Abdelhak Lakhouaja; Azzeddine Mazroui; Idriss Atih (Int. J. Comput. Sci. Appl., 2015)

A hybrid Arabic POS tagging for simple and compound morphosyntactic tags. - Nabil Ababou; Azzeddine Mazroui (Int. J. Speech Technol., 2016)

Impact of morphological analysis and a large training corpus on the performances of Arabic diacritization. - Amine Chennoufi; Azzeddine Mazroui (Int. J. Speech Technol., 2016)

Developing and performance evaluation of a new Arabic heavy/light stemmer. - Imad Zeroual; Mohamed Boudchiche; Azzeddine Mazroui; Abdelhak Lakhouaja (BDCA, 2017)

AlKhalil Morpho Sys 2: A robust Arabic morpho-syntactic analyzer. - Mohamed Boudchiche; Azzeddine Mazroui; Mohamed Ould Abdallahi Ould Bebah; Abdelhak Lakhouaja; Abderrahim Boudlal (J. King Saud Univ. Comput. Inf. Sci., 2017)

Morphological, syntactic and diacritics rules for automatic diacritization of Arabic sentences. - Amine Chennoufi; Azzeddine Mazroui (J. King Saud Univ. Comput. Inf. Sci., 2017)

Benefits of Morphosyntactic Features on English-Arabic Statistical Machine Translation. - Safae Berrichi; Azzeddine Mazroui (CIST, 2018)

Opinion and Sentiment Polarity Detection Using Supervised Machine Learning. - Ibtissam Touahri; Azzeddine Mazroui (CIST, 2018)

Guiding word alignment with prior knowledge to improve English-Arabic Machine Translation. - Safae Berrichi; Azzeddine Mazroui (BDIoT, 2019)

Automatic Verification of Political Claims Based on Morphological Features. - Ibtissam Touahri; Azzeddine Mazroui (CLEF (Working Notes), 2019)

A hybrid approach for Arabic lemmatization. - Mohamed Boudchiche; Azzeddine Mazroui (Int. J. Speech Technol., 2019)

EvolutionTeam at CLEF2020 - CheckThat! lab : Integration of Linguistic and Sentimental Features in a Fake News Detection Approach. - Ibtissam Touahri; Azzeddine Mazroui (CLEF (Working Notes), 2020)

Construction of an accurate automatic lexicon for Arabic sentiment analysis. - Ibtissam Touahri; Azzeddine Mazroui (SITA, 2020)

Deep analysis of an Arabic sentiment classification system based on lexical resource expansion and custom approaches building. - Ibtissam Touahri; Azzeddine Mazroui (Int. J. Speech Technol., 2021)

Studying the effect of characteristic vector alteration on Arabic sentiment classification. - Ibtissam Touahri; Azzeddine Mazroui (J. King Saud Univ. Comput. Inf. Sci., 2021)

Enhancement of a multi-dialectal sentiment analysis system by the detection of the implied sarcastic features. - Ibtissam Touahri; Azzeddine Mazroui (Knowl. Based Syst., 2021)

A word alignment study to improve the reliability of the statistical and neural translation system. - Safae Berrichi; Azzeddine Mazroui (Int. J. Netw. Virtual Organisations, 2022)

From extended chunking to dependency parsing using traditional Arabic grammar. - Nabil Ababou; Azzeddine Mazroui; Rachid Belehbib (Lang. Resour. Evaluation, 2023)

A morphological word embedding for Arabic language. - Abdelouahab Masbah; Nabil Ababou; Azzeddine Mazroui (ACLING, 2024)

Strengthening Deep Learning Through Morphological Analysis for an Arabic Lemmatizer Development. - Samir Belayachi; Azzeddine Mazroui (ICALP (1), 2024)

Alkhalil Platform for Arabic Language Processing. - Azzeddine Mazroui; Abdelhak Lakhouaja; Safae Berrichi; Naoual Nassiri (ICALP (1), 2024)

Survey of machine learning techniques for Arabic fake news detection. - Ibtissam Touahri; Azzeddine Mazroui (Artif. Intell. Rev., 2024)

Annotation and evaluation of a dialectal Arabic sentiment corpus against benchmark datasets using transformers. - Ibtissam Touahri; Azzeddine Mazroui (Lang. Resour. Evaluation, 2025)