| 2023 | MEDI | Transfer Learning Model for Cyberbullying Detection in Tunisian Social Networks. | Sahar Ben Bechir, Asma Mekki, Mariem Ellouze |
| 2022 | ISMIS | Sarcasm Detection in Tunisian Social Media Comments: Case of COVID-19. | Asma Mekki, Ins Zribi, Mariem Ellouze, Lamia Hadrich Belguith |
| 2021 | AICCSA | Improvement of the COTA-Orthography system through language modeling. | Fatma Zahra Besdouri, Asma Mekki, Ins Zribi, Mariem Ellouze |
| 2020 | AICCSA | Treebank Creation and Parser Generation for Tunisian Social Media Text. | Asma Mekki, Ins Zribi, Mariem Ellouze, Lamia Hadrich Belguith |
| 2019 | RANLP | Automatic diacritization of Tunisian dialect text using Recurrent Neural Network. | Abir Masmoudi, Mariem Ellouze, Lamia Hadrich Belguith |
| 2019 | RANLP | Semantic Language Model for Tunisian Dialect. | Abir Masmoudi, Rim Laatar, Mariem Ellouze, Lamia Hadrich Belguith |
| 2018 | ISDA | Intelligent Analysis in Question Answering System Based on an Arabic Temporal Resource. | Mayssa Mtibaa, Zeineb Neji, Mariem Ellouze, Lamia Hadrich Belguith |
| 2017 | KES | The role of temporal inferences in understanding Arabic text. | Hajer Omri, Zeineb Neji, Mariem Ellouze, Lamia Hadrich Belguith |
| 2016 | ICANN | Pattern Based on Temporal Inference. | Zeineb Neji, Mariem Ellouze, Lamia Hadrich Belguith |
| 2016 | INISTA | IQAS: Inference question answering system for handling temporal inference. | Zeineb Neji, Mariem Ellouze, Lamia Hadrich Belguith |
| 2016 | Interspeech | Conditional Random Fields for the Tunisian Dialect Grapheme-to-Phoneme Conversion. | Abir Masmoudi, Mariem Ellouze, Fethi Bougares, Yannick Estve, Lamia Hadrich Belguith |
| 2015 | CICLING | Arabic Transliteration of Romanized Tunisian Dialect Text: A Preliminary Investigation. | Abir Masmoudi, Nizar Habash, Mariem Ellouze, Yannick Estve, Lamia Hadrich Belguith |
| 2014 | LREC | A Conventional Orthography for Tunisian Arabic. | Ins Zribi, Rahma Boujelbane, Abir Masmoudi, Mariem Ellouze, Lamia Hadrich Belguith, Nizar Habash |
| 2014 | NLDB | Fine-Grained POS Tagging of Spoken Tunisian Dialect Corpora. | Rahma Boujelbane, Mariem Mallek, Mariem Ellouze, Lamia Hadrich Belguith |