A new Automatic approach for Understanding the Spontaneous Utterance in Human-Machine Dialogue based on Automatic Text Categorization. - Mohamed Lichouri; Amar Djeradi; Rachida Djeradi (IPAC, 2015)

Word-Level vs Sentence-Level Language Identification: Application to Algerian and Arabic Dialects. - Mohamed Lichouri; Mourad Abbas; Abed Alhakim Freihat; Dhiya El Hak Megtouf (ACLING, 2018)

Combining topic-based model and text categorisation approach for utterance understanding in human-machine dialogue. - Mohamed Lichouri; Rachida Djeradi; Amar Djeradi (Int. J. Comput. Sci. Eng., 2018)

Towards a Portable SLU System Applied to MSA and Low-resourced Algerian Dialects. - Mohamed Lichouri; Rachida Djeradi; Amar Djeradi; Mourad Abbas (AMLTA, 2019)

A Language Identification System Based on Voxforge Speech Corpus. - Khaled Lounnas; Mourad Abbas; Hocine Teffahi; Mohamed Lichouri (AMLTA, 2019)

Classification of Arabic Poems: from the 5^th to the 15^th Century. - Mourad Abbas; Mohamed Lichouri; Ahmed Zeggada (ICIAP Workshops, 2019)

An Arabic Multi-Domain Spoken Language Understanding System. - Mohamed Lichouri; Mourad Abbas; Rachida Djeradi; Amar Djeradi (ICNLSP, 2019)

Building a Speech Corpus based on Arabic Podcasts for Language and Dialect Identification. - Khaled Lounnas; Mourad Abbas; Mohamed Lichouri (ICNLSP, 2019)

ST MADAR 2019 Shared Task: Arabic Fine-Grained Dialect Identification. - Mourad Abbas; Mohamed Lichouri; Abed Alhakim Freihat (WANLP@ACL 2019, 2019)

Profiling Fake News Spreaders on Twitter based on TFIDF Features and Morphological Process. Notebook for PAN at CLEF 2020. - Mohamed Lichouri; Mourad Abbas; Besma Benaziz (CLEF (Working Notes), 2020)

Analysis of the Influence of the Arabic Fricatives Vocalic Context on Their Spectral Parameters. - Aicha Zitouni; Leila Falek; Mourad Abbas; Mohamed Lichouri; Khaled Lounnas (CSA, 2020)

Enhancement of the interlocutor emotion recognition rate from non-professionals speakers in Arabic database. - Imene Hadjadji; Leila Falek; Khaled Lounnas; Mohamed Lichouri (ICECOCS, 2020)

SpeechTrans@SMM4H'20: Impact of Preprocessing and N-grams on Automatic Classification of Tweets That Mention Medications. - Mohamed Lichouri; Mourad Abbas (SMM4H@COLING, 2020)

Simple vs Oversampling-based Classification Methods for Fine Grained Arabic Dialect Identification in Twitter. - Mohamed Lichouri; Mourad Abbas (WANLP@COLING, 2020)

TPT: An Empirical Term Selection for Arabic Text Categorization. - Mourad Abbas; Mohamed Lichouri (ICNLSP, 2021)

Machine Translation for Zero and Low-resourced Dialects using a New Extended Version of the Dialectal Parallel Corpus (Padic v2.0). - Mohamed Lichouri; Mourad Abbas (ICNLSP, 2021)

Towards Phone Number Recognition For Code Switched Algerian Dialect. - Khaled Lounnas; Mourad Abbas; Mohamed Lichouri (ICNLSP, 2021)

Preprocessing Solutions for Detection of Sarcasm and Sentiment for Arabic. - Mohamed Lichouri; Mourad Abbas; Besma Benaziz; Aicha Zitouni; Khaled Lounnas (WANLP, 2021)

Arabic Dialect Identification based on a Weighted Concatenation of TF-IDF Features. - Mohamed Lichouri; Mourad Abbas; Khaled Lounnas; Besma Benaziz; Aicha Zitouni (WANLP, 2021)

Performance of End-to-End vs Pipeline Spoken Language Understanding Models on Multilingual Synthetic Voice. - Mohamed Lichouri; Khaled Lounnas; Rachid Djeradi; Amar Djeradi (ICAASE, 2022)

Analysis of the Effect of Audio Data Augmentation Techniques on Phone Digit Recognition For Algerian Arabic Dialect. - Khaled Lounnas; Mohamed Lichouri; Mourad Abbas (ICAASE, 2022)

Towards an Automatic Dialect Identification System using Algerian YouTube Videos. - Khaled Lounnas; Mohamed Lichouri; Mourad Abbas; Thissas Chahboub; Samir Salmi (ICNLSP, 2022)

Enhancement of spoken digits recognition for under-resourced languages: case of Algerian and Moroccan dialects. - Khaled Lounnas; Mourad Abbas; Mohamed Lichouri; Mohamed Hamidi; Hassan Satori; Hocine Teffahi (Int. J. Speech Technol., 2022)

Arduino Voice Control for Arabic Speech Recognition using Smartphone. - Adil Bakri; Khaled Lounnas; Mohamed Lichouri (IAM, 2023)

USTHB at ArAIEval'23 Shared Task: Disinformation Detection System based on Linguistic Feature Concatenation. - Mohamed Lichouri; Khaled Lounnas; Aicha Zitouni; Houda Latrache; Rachida Djeradi (ArabicNLP, 2023)

USTHB at NADI 2023 shared task: Exploring Preprocessing and Feature Engineering Strategies for Arabic Dialect Identification. - Mohamed Lichouri; Khaled Lounnas; Aicha Zitouni; Houda Latrache; Rachida Djeradi (ArabicNLP, 2023)

DZ-SMS: An Authentic Corpus of Algerian SMS. - Brahim Dahou; Leila Falek; Mourad Abbas; Slimane Mekaoui; Mohamed Lichouri; Aicha Zitouni (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

dzFinNlp at AraFinNLP: Improving Intent Detection in Financial Conversational Agents. - Mohamed Lichouri; Khaled Lounnas; Mohamed Zakaria Amziane (ArabicNLP, 2024)

dzStance at StanceEval2024: Arabic Stance Detection based on Sentence Transformers. - Mohamed Lichouri; Khaled Lounnas; Khelil Rafik Ouaras; Mohamed Abi; Anis Guechtouli (ArabicNLP, 2024)

dzNLP at NADI 2024 Shared Task: Multi-Classifier Ensemble with Weighted Voting and TF-IDF Features. - Mohamed Lichouri; Khaled Lounnas; Boualem Nadjib Zahaf; Mehdi Ayoub Rabiai (ArabicNLP, 2024)

A 3D visualization-based augmented reality application for brain tumor segmentation. - Mohamed Amine Guerroudji; Kahina Amara; Mohamed Lichouri; Nadia Zenati; Mostefa Masmoudi (Comput. Animat. Virtual Worlds, 2024)

Enhancing spoken dialect identification with stacked generalization of deep learning models. - Khaled Lounnas; Mohamed Lichouri; Mourad Abbas (Multim. Tools Appl., 2025)