| 2026 | ACIIDS | Adaptive Multimodal Fusion for Interpretable and Efficient Conversational Emotion Recognition. | Jihed Jabnoun, Mohsen Maraoui, Mounir Zrigui |
| 2026 | ACIIDS | Improving Cross-Dataset Generalization in Facial Emotion Recognition Through FaceEmo-Set: A Balanced and Diverse Dataset. | Jihed Jabnoun, Mohsen Maraoui, Mounir Zrigui |
| 2026 | ACIIDS | Advancing Arabic Named Entity Recognition in Invoices with YOLOv11, BERT, Active Learning, and LLM Integration. | Hassen Mahdhaoui, Omaima Jbara, Alaa Abid Muslam Abid Ali, Abdelkarim Mars, Mounir Zrigui |
| 2026 | ACIIDS | Enhancing the Efficiency and Accuracy of Arabic NER with DeepSeek R1 and Active Learning. | Abdelkarim Mars, Ahmed Faris Alsayyad, Ban Hamed, Hassen Mahdhaoui, Karim Dabbabi, Mounir Zrigui |
| 2026 | ICAART | Enhancing Speaker Naming through Multimodal Fusion of Text and Audio Cues. | Mohamed Lazhar Bellagha, Mounir Zrigui |
| 2026 | ICAART | Bridging the Maghrebi Dialect Gap: Multi-Dialect Named Entity Recognition for North African Arabic Using Dialect-Aware Active Learning and Cross-Dialectal Transfer. | Hassen Mahdhaoui, Abdelkarim Mars, Manar Joundy Hazar, Alaa Abid Muslam Abid Ali, Salah Zrigui, Mounir Zrigui |
| 2026 | ICAART | Domain-Adaptive Named Entity Recognition for Specialized Arabic Texts: Medical, Legal, and Financial Entity Extraction with Minimal Supervision. | Hassen Mahdhaoui, Abdelkarim Mars, Mazin S. Mohammed, Alaa Abid Muslam Abid Ali, Salah Zrigui, Mounir Zrigui |
| 2026 | ICAART | Content-Based Arabic Documents Recommendation for Smart Learning in Campus. | Ons Meddeb, Mohsen Maraoui, Mounir Zrigui |
| 2026 | ICAART | Evaluation of Communicative Health Literacy and Textual Coherence from Unlabeled Texts: Sentence-Level Segmentation and Meta-Clustering Based Approach. | Mouheb Mehdoui, Amel Fraisse, Widad Mustafa El Hadi, Mounir Zrigui |
| 2026 | ICAART | BioAbbreviate: A Biomedical Dataset for Abbreviation Expansion and Disambiguation. | Mouheb Mehdoui, Amel Fraisse, Widad Mustafa El Hadi, Mounir Zrigui |
| 2026 | ICAART | A New Tunisian Arabic Corpus and Benchmark for Automatic Speech Recognition. | Mohamed Ali Sghaier, Mohamed Lazhar Bellagha, Mounir Zrigui |
| 2025 | SERA | Hate Speech Detection in Tunisian Dialect. | Helmi Baazaoui, Lilia ChenitiBelcadhi, Mounir Zrigui |
| 2025 | SERA | Bridging Language Gaps in Healthcare: Multilingual NLP for Enhanced Health Literacy and Data Analysis. | Mouheb Mehdoui, Amel Fraisse, Jinie Pak, Yeong-Tae Song, Widad Mustafa El Hadi, Mounir Zrigui |
| 2025 | SERA | Can AI Bridge the Health Literacy Gap? An Analysis of Requirements and Opportunities. | Mouheb Mehdoui, Amel Fraisse, Jinie Pak, Yeong-Tae Song, Widad Mustafa El Hadi, Mounir Zrigui |
| 2024 | ACIIDS | IDRF: An Improved Dynamic Random Forest Approach for Blockchain Time Series Data Classification. | Ahmed Faris Alsayyad, Mohamed Mabrouk, Ahmed Al-Shammari, Mounir Zrigui |
| 2024 | ACIIDS | Exploring Unsupervised Word Representations Models and Neural Networks for Informal Multilingual Text Against Covid-19 Social Media Content. | Samawel Jaballi, Salah Zrigui, Manar Joundy Hazar, Henri Nicolas, Mounir Zrigui |
| 2024 | ACIIDS | Building the ArabNER Corpus for Arabic Named Entity Recognition Using ChatGPT and Bard. | Hassen Mahdhaoui, Abdelkarim Mars, Mounir Zrigui |
| 2024 | ACIIDS | Oral Diseases Recognition Based on Photographic Images and Dental Decay Diagnosis. | Mazin S. Mohammed, Salah Zrigui, Mounir Zrigui |
| 2024 | ICAART | Oral Diseases Recognition Based on Photographic Images. | Mazin S. Mohammed, Salah Zrigui, Mounir Zrigui |
| 2024 | KES | A Survey on Time Series Data Classification: Blockchain Technologies and Security Concerns. | Ahmed Faris Alsayyad, Alaa Abid Muslam Abid Ali, Mohamed Mabrouk, Ahmed Al-Shammari, Mounir Zrigui |
| 2024 | KES | Object detection in low light environments. | Aref Bahi, Salah Zrigui, Mounir Zrigui, Henri Nicolas |
| 2024 | KES | The optimization of deep learning classification through the comparison between different algorithm by using LABR. | Rasha Falah kadhem, Souheyl Mallat, Mounir Zrigui |
| 2024 | MEDES | A Distributed Multi-agent-Based Deep Learning Model for Detecting DDoS Flooding Attacks in Cloud Computing Environment. | Nafea Ali Majeed Alhammadi, Mohamed Mabrouk, Mounir Zrigui |
| 2023 | AICCSA | An overview of the Image Description Systems in Arabic Language. | Nada Farhani, Naim Terbeh, Mounir Zrigui |
| 2023 | ICCCI | Educational Videos Recommendation System Based on Topic Modeling. | Manar Joundy Hazar, Alaa Abid Muslam Abid Ali, Salah Zrigui, Mohsen Maraoui, Mohamed Mabrouk, Mounir Zrigui |
| 2023 | ICCCI | Deep Bidirectional LSTM Network Learning-Based Sentiment Analysis for Tunisian Dialectical Facebook Content During the Spread of the Coronavirus Pandemic. | Samawel Jaballi, Manar Joundy Hazar, Salah Zrigui, Henri Nicolas, Mounir Zrigui |
| 2023 | ICCCI | Speaker Identification Enhancement Using Emotional Features. | Jihed Jabnoun, Ahmed Zrigui, Anwer Slimi, Fabien Ringeval, Didier Schwab, Mounir Zrigui |
| 2023 | ICCCI | Detection and Analyzing Satellite Images by Using Conventional Neural Network. | Atheer Joudah, Souheyl Mallat, Mounir Zrigui |
| 2023 | ICCCI | Towards a Hybrid Document Indexing Approach for Arabic Documentary Retrieval System. | Rasha Falah kadhem, Souheyl Mallat, Emna Hkiri, Atheer Joudah, Abdullah M. Albarrak, Mounir Zrigui |
| 2023 | ICCCI | Active Learning with AraGPT2 for Arabic Named Entity Recognition. | Hassen Mahdhaoui, Abdelkarim Mars, Mounir Zrigui |
| 2023 | ICCCI | Combination of DE-GAN with CNN-LSTM for Arabic OCR on Images with Colorful Backgrounds. | Abdelkarim Mars, Karim Dabbabi, Salah Zrigui, Mounir Zrigui |
| 2023 | ICCCI | Teeth Disease Recognition Based on X-ray Images. | Mazin S. Mohammed, Salah Zrigui, Mounir Zrigui |
| 2023 | INISTA | Survey semantic Arabic language in deep learning based recommendation system. | Rasha Falah kadhem, Souheyl Mallat, Mounir Zrigui |
| 2023 | INISTA | Optimizing Arabic Named Entity Recognition through Active Learning and AraBERT. | Hassen Mahdhaoui, Abdelkarim Mars, Mounir Zrigui |
| 2023 | KES | Proposal of a Modified Hash Algorithm to Increase Blockchain Security. | Alaa Abid Muslam Abid Ali, Manar Joundy Hazar, Mohamed Mabrouk, Mounir Zrigui |
| 2022 | ACIIDS | Exploring Word Embedding for Arabic Sentiment Analysis. | Sana Gayed, Souheyl Mallat, Mounir Zrigui |
| 2022 | CoDIT | Multiresolutional Hybrid NLM-Wieneг Filters for X-Ray Image Denoising. | Hana Rabbouch, Foued Sadaoui, Hela Ibrahim, Mounir Zrigui |
| 2022 | HIS | VGATS-JSSP: Variant Genetic Algorithm and Tabu Search Applied to the Job Shop Scheduling Problem. | Khadija Assafra, Bechir Alaya, Salah Zidi, Mounir Zrigui |
| 2022 | ICAART | Detection of Emotion Categories' Change in Speeches. | Anwer Slimi, Henri Nicolas, Mounir Zrigui |
| 2022 | ICCCI | Deep Convolutional Neural Network for Arabic Speech Recognition. | Rafik Amari, Zouhaira Noubigh, Salah Zrigui, Dhaou Berchech, Henri Nicolas, Mounir Zrigui |
| 2022 | ICCCI | Sentiment Analysis of Tunisian Users on Social Networks: Overcoming the Challenge of Multilingual Comments in the Tunisian Dialect. | Samawel Jaballi, Salah Zrigui, Mohamed Ali Sghaier, Dhaou Berchech, Mounir Zrigui |
| 2022 | ICCCI | An Opinion Analysis Method Based on Disambiguation to Improve a Recommendation System. | Oussama Laroussi, Souheyl Mallat, Henri Nicolas, Mounir Zrigui |
| 2022 | INISTA | Contribution to the methods of indexing Arabic textual documents to improve the performance of IRS. | Mohamed Amine Hadj Abd Allah, Nafaa Haffar, Mounir Zrigui |
| 2022 | ICSoft | Hybrid Time Distributed CNN-transformer for Speech Emotion Recognition. | Anwer Slimi, Henri Nicolas, Mounir Zrigui |
| 2022 | KES | Learner comments-based Recommendation system. | Manar Joundy Hazar, Mounir Zrigui, Mohsen Maraoui |
| 2022 | KES | Multiple Models Fusion for Multi-label Classification in Speech Emotion Recognition Systems. | Anwer Slimi, Nafaa Haffar, Mounir Zrigui, Henri Nicolas |
| 2022 | PACLIC | Siamese AraBERT-LSTM Model based Approach for Arabic Paraphrase Detection. | Adnen Mahmoud, Mounir Zrigui |
| 2022 | PACLIC | Contextual-Boosted Deep Neural Collaborative Filtering Approach for Arabic Textual Documents Recommendation. | Ons Meddeb, Mohsen Maraoui, Mounir Zrigui |
| 2021 | AICCSA | Text detection in Arabic news video based on MSER and RetinaNet. | Sadek Mansouri, Salah Zrigui, Mounir Zrigui, Dhaou Berchech |
| 2021 | ICDAR | Temporal Ordering of Events via Deep Neural Networks. | Nafaa Haffar, Rami Ayadi, Emna Hkiri, Mounir Zrigui |
| 2021 | INISTA | Arabic Semantic Textual Similarity Identification based on Convolutional Gated Recurrent Units. | Adnen Mahmoud, Mounir Zrigui |
| 2021 | INISTA | Deep Learning based Semantic Approach for Arabic Textual Documents Recommendation. | Ons Meddeb, Mohsen Maraoui, Mounir Zrigui |
| 2021 | KES | Using the MGB-2 challenge data for creating a new multimodal Dataset for speaker role recognition in Arabic TV Broadcasts. | Mohamed Lazhar Bellagha, Mounir Zrigui |
| 2021 | KES | Arabic text detection in news video using RetinaNet. | Sameh Manita, Sadek Mansouri, Mounir Zrigui, Salma Berchech |
| 2021 | KES | Arabic Text Documents Recommendation Using Joint Deep Representations Learning. | Ons Meddeb, Mohsen Maraoui, Mounir Zrigui |
| 2020 | AICCSA | Speaker Naming in TV programs Based on Speaker Role Recognition. | Mohamed Lazhar Bellagha, Mounir Zrigui |
| 2020 | ICCCI | Enrichment of Arabic TimeML Corpus. | Nafaa Haffar, Emna Hkiri, Mounir Zrigui |
| 2020 | KES | Using Bidirectional LSTM and Shortest Dependency Path for Classifying Arabic Temporal Relations. | Nafaa Haffar, Emna Hkiri, Mounir Zrigui |
| 2020 | KES | Rule-Based Machine Translation from Tunisian Dialect to Modern Standard Arabic. | Mohamed Ali Sghaier, Mounir Zrigui |
| 2020 | MOMM | Emotion recognition from speech using spectrograms and shallow neural networks. | Anwer Slimi, Mohamed Hamroun, Mounir Zrigui, Henri Nicolas |
| 2019 | ICCCI | TimeML Annotation of Events and Temporal Expressions in Arabic Texts. | Nafaa Haffar, Emna Hkiri, Mounir Zrigui |
| 2019 | ICCCI | Similar Meaning Analysis for Original Documents Identification in Arabic Language. | Adnen Mahmoud, Mounir Zrigui |
| 2019 | IWANN | Document Model with Attention Bidirectional Recurrent Network for Gender Identification. | Bassem Bsir, Mounir Zrigui |
| 2019 | NLDB | Deep Neural Network Models for Paraphrased Text Classification in the Arabic Language. | Adnen Mahmoud, Mounir Zrigui |
| 2018 | ICCCI | Bidirectional LSTM for Author Gender Identification. | Bassem Bsir, Mounir Zrigui |
| 2018 | ICALT | Detection of Voice Pathologies and Evaluation of Pronunciation Based on Prosodic Features: Case of Arabic Discourse. | Naim Terbeh, Mounir Zrigui |
| 2018 | ISDA | Gender Identification: A Comparative Study of Deep Learning Architectures. | Bassem Bsir, Mounir Zrigui |
| 2017 | AICCSA | Image to Text Conversion: State of the Art and Extended Work. | Nada Farhani, Naim Terbeh, Mounir Zrigui |
| 2017 | AICCSA | Tunisian Dialect-Modern Standard Arabic Bilingual Lexicon. | Mohamed Ali Sghaier, Mounir Zrigui |
| 2017 | CICLING | The Enrichment of Arabic WordNet Antonym Relations. | Mohamed Ali Batita, Mounir Zrigui |
| 2017 | CICLING | A Text Semantic Similarity Approach for Arabic Paraphrase Detection. | Adnen Mahmoud, Ahmed Zrigui, Mounir Zrigui |
| 2017 | CICLING | Text-to-Concept: A Semantic Indexing Framework for Arabic News Videos. | Sadek Mansouri, Chahira Lhioui, Mbarek Charhad, Mounir Zrigui |
| 2017 | ICCCI | Study for Automatic Classification of Arabic Spoken Documents. | Mohamed Labidi, Mohsen Maraoui, Mounir Zrigui |
| 2017 | ICDAR | Integrating Bilingual Named Entities Lexicon with Conditional Random Fields Model for Arabic Named Entities Recognition. | Emna Hkiri, Souheyl Mallat, Mounir Zrigui |
| 2017 | PACLIC | Arabic-English Text Translation Leveraging Hybrid NER. | Emna Hkiri, Souheyl Mallat, Mounir Zrigui |
| 2017 | PACLIC | Unsupervised Method for Improving Arabic Speech Recognition Systems. | Mohamed Labidi, Mohsen Maraoui, Mounir Zrigui |
| 2017 | PACLIC | Semantic Similarity Analysis for Paraphrase Identification in Arabic Texts. | Adnen Mahmoud, Mounir Zrigui |
| 2016 | CICLING | Knowledge Extraction with NooJ Using a Syntactico-Semantic Approach for the Arabic Utterances Understanding. | Chahira Lhioui, Anis Zouaghi, Mounir Zrigui |
| 2016 | ICCCI | A Novel Approach to Identify Factor Posing Pronunciation Disorders. | Naim Terbeh, Mounir Zrigui |
| 2016 | LREC | Vocal Pathologies Detection and Mispronounced Phonemes Identification: Case of Arabic Continuous Speech. | Naim Terbeh, Mounir Zrigui |
| 2015 | CICLING | Lexical Network Enrichment Using Association Rules Model. | Souheyl Mallat, Emna Hkiri, Mohsen Maraoui, Mounir Zrigui |
| 2015 | CICLING | Probabilistic Approach for Detection of Vocal Pathologies in the Arabic Speech. | Naim Terbeh, Mohsen Maraoui, Mounir Zrigui |
| 2015 | ICCCI | Automating Event Recognition for SMT Systems. | Emna Hkiri, Souheyl Mallat, Mohsen Maraoui, Mounir Zrigui |
| 2013 | CICLING | A Combined Method Based on Stochastic and Linguistic Paradigm for the Understanding of Arabic Spontaneous Utterances. | Chahira Lhioui, Anis Zouaghi, Mounir Zrigui |
| 2013 | ICAART | Method of Enriching Queries in Process of Information Retrieval in Arabic. | Souheyl Mallat, Anis Zouaghi, Mounir Zrigui, Emna Hkiri |
| 2013 | IJCNLP | A Semi-Supervised Method for Arabic Word Sense Disambiguation Using a Weighted Directed Graph. | Laroussi Merhbene, Anis Zouaghi, Mounir Zrigui |
| 2012 | IC3K | Machine Translation System on the Pair of Arabic / English. | Khaireddine Bacha, Mounir Zrigui |
| 2012 | IC3K | Designing a Model of Arabic Derivation, for Use in Computer Assisted Teaching. | Khaireddine Bacha, Mounir Zrigui |
| 2010 | ICAART | Arabic Word Sense Disambiguation. | Laroussi Merhbene, Anis Zouaghi, Mounir Zrigui |
| 2010 | SNPD | Ambiguous Arabic Words Disambiguation. | Laroussi Merhbene, Anis Zouaghi, Mounir Zrigui |
| 2010 | SNPD | The Gemination Effect on Consonant and Vowel Duration in Standard Arabic Speech. | Aymen Trigui, Mohsen Maraoui, Mounir Zrigui |
| 2009 | RANLP | Ambiguous Arabic Words Disambiguation: The Results. | Laroussi Merhbene, Anis Zouaghi, Mounir Zrigui |
| 2005 | AI | Arabic Speech Synthesis Using a Concatenation of Polyphones: The Results. | Tahar Saidane, Mounir Zrigui, Mohamed Ben Ahmed |