Enhancing spoken dialect identification with stacked generalization of deep learning models.

Mohamed Lichouri https://orcid.org/0000-0003-0584-1389

Khaled Lounnas Mohamed Lichouri Mourad Abbas Enhancing spoken dialect identification with stacked generalization of deep learning models. 25941-25958 2025 July 84 Multim. Tools Appl. 22 https://doi.org/10.1007/s11042-024-20143-9 db/journals/mta/mta84.html#LounnasLA25 streams/journals/mta

Mohamed Amine Guerroudji Kahina Amara Mohamed Lichouri Nadia Zenati Mostefa Masmoudi A 3D visualization-based augmented reality application for brain tumor segmentation. 2024 January/February 35 Comput. Animat. Virtual Worlds 1 https://doi.org/10.1002/cav.2223 db/journals/jvca/jvca35.html#GuerroudjiALZM24

Mohamed Lichouri Khaled Lounnas Mohamed Zakaria Amziane dzFinNlp at AraFinNLP: Improving Intent Detection in Financial Conversational Agents. 450-455 2024 ArabicNLP https://doi.org/10.18653/v1/2024.arabicnlp-1.43 https://aclanthology.org/2024.arabicnlp-1.43 conf/wanlp/2024 db/conf/wanlp/arabicnlp2024.html#LichouriLA24 streams/conf/wanlp Mohamed Lichouri Khaled Lounnas Boualem Nadjib Zahaf Mehdi Ayoub Rabiai dzNLP at NADI 2024 Shared Task: Multi-Classifier Ensemble with Weighted Voting and TF-IDF Features. 754-757 2024 ArabicNLP https://doi.org/10.18653/v1/2024.arabicnlp-1.84 https://aclanthology.org/2024.arabicnlp-1.84 conf/wanlp/2024 db/conf/wanlp/arabicnlp2024.html#LichouriLZR24 streams/conf/wanlp Mohamed Lichouri Khaled Lounnas Khelil Rafik Ouaras Mohamed Abi Anis Guechtouli dzStance at StanceEval2024: Arabic Stance Detection based on Sentence Transformers. 794-799 2024 ArabicNLP https://doi.org/10.18653/v1/2024.arabicnlp-1.91 https://aclanthology.org/2024.arabicnlp-1.91 conf/wanlp/2024 db/conf/wanlp/arabicnlp2024.html#LichouriLOAG24 streams/conf/wanlp

Mohamed Lichouri Khaled Lounnas Mohamed Zakaria Amziane dzFinNlp at AraFinNLP: Improving Intent Detection in Financial Conversational Agents. 2024 abs/2407.13565 CoRR https://doi.org/10.48550/arXiv.2407.13565 db/journals/corr/corr2407.html#abs-2407-13565 streams/journals/corr

Mohamed Lichouri Khaled Lounnas Khelil Rafik Ouaras Mohamed Abi Anis Guechtouli dzStance at StanceEval2024: Arabic Stance Detection based on Sentence Transformers. 2024 abs/2407.13603 CoRR https://doi.org/10.48550/arXiv.2407.13603 db/journals/corr/corr2407.html#abs-2407-13603 streams/journals/corr

Mohamed Lichouri Khaled Lounnas Boualem Nadjib Zahaf Mehdi Ayoub Rabiai dzNLP at NADI 2024 Shared Task: Multi-Classifier Ensemble with Weighted Voting and TF-IDF Features. 2024 abs/2407.13608 CoRR https://doi.org/10.48550/arXiv.2407.13608 db/journals/corr/corr2407.html#abs-2407-13608 streams/journals/corr

Brahim Dahou Leila Falek Mourad Abbas Slimane Mekaoui Mohamed Lichouri Aicha Zitouni DZ-SMS: An Authentic Corpus of Algerian SMS. 217:1-217:21 2023 August 22 ACM Trans. Asian Low Resour. Lang. Inf. Process. 8 https://doi.org/10.1145/3610522 db/journals/talip/talip22.html#DahouFAMLZ23

Adil Bakri Khaled Lounnas Mohamed Lichouri Arduino Voice Control for Arabic Speech Recognition using Smartphone. 149-153 2023 IAM https://ceur-ws.org/Vol-3694/paper18.pdf conf/iam/2023 db/conf/iam/iam2023.html#BakriLL23 Mohamed Lichouri Khaled Lounnas Aicha Zitouni Houda Latrache Rachida Djeradi USTHB at ArAIEval'23 Shared Task: Disinformation Detection System based on Linguistic Feature Concatenation. 508-512 2023 ArabicNLP https://doi.org/10.18653/v1/2023.arabicnlp-1.47 https://aclanthology.org/2023.arabicnlp-1.47 conf/wanlp/2023 db/conf/wanlp/arabicnlp2023.html#LichouriLZLD23 Mohamed Lichouri Khaled Lounnas Aicha Zitouni Houda Latrache Rachida Djeradi USTHB at NADI 2023 shared task: Exploring Preprocessing and Feature Engineering Strategies for Arabic Dialect Identification. 647-651 2023 ArabicNLP https://doi.org/10.18653/v1/2023.arabicnlp-1.69 https://aclanthology.org/2023.arabicnlp-1.69 conf/wanlp/2023 db/conf/wanlp/arabicnlp2023.html#LichouriLZLD23a

Mohamed Lichouri Khaled Lounnas Aicha Zitouni Houda Latrache Rachida Djeradi USTHB at NADI 2023 shared task: Exploring Preprocessing and Feature Engineering Strategies for Arabic Dialect Identification. 2023 abs/2312.10536 CoRR https://doi.org/10.48550/arXiv.2312.10536 db/journals/corr/corr2312.html#abs-2312-10536

Khaled Lounnas Mourad Abbas Mohamed Lichouri Mohamed Hamidi Hassan Satori Hocine Teffahi Enhancement of spoken digits recognition for under-resourced languages: case of Algerian and Moroccan dialects. 443-455 2022 25 Int. J. Speech Technol. 2 https://doi.org/10.1007/s10772-022-09971-y db/journals/ijst/ijst25.html#LounnasALHST22

Mohamed Lichouri Khaled Lounnas Rachid Djeradi Amar Djeradi Performance of End-to-End vs Pipeline Spoken Language Understanding Models on Multilingual Synthetic Voice. 1-6 2022 ICAASE https://doi.org/10.1109/ICAASE56196.2022.9931594 conf/icaase/2022 db/conf/icaase/icaase2022.html#LichouriLDD22 Khaled Lounnas Mohamed Lichouri Mourad Abbas Analysis of the Effect of Audio Data Augmentation Techniques on Phone Digit Recognition For Algerian Arabic Dialect. 1-5 2022 ICAASE https://doi.org/10.1109/ICAASE56196.2022.9931574 conf/icaase/2022 db/conf/icaase/icaase2022.html#LounnasLA22 Khaled Lounnas Mohamed Lichouri Mourad Abbas Thissas Chahboub Samir Salmi Towards an Automatic Dialect Identification System using Algerian YouTube Videos. 258-264 2022 ICNLSP conf/icnlsp/2022 db/conf/icnlsp/icnlsp2022.html#LounnasLACS22 https://aclanthology.org/2022.icnlsp-1.30 Khaled Lounnas Mourad Abbas Mohamed Lichouri Towards Phone Number Recognition For Code Switched Algerian Dialect. 35-39 2021 ICNLSP conf/icnlsp/2021 db/conf/icnlsp/icnlsp2021.html#LounnasAL21 https://aclanthology.org/2021.icnlsp-1.35 Mohamed Lichouri Mourad Abbas Machine Translation for Zero and Low-resourced Dialects using a New Extended Version of the Dialectal Parallel Corpus (Padic v2.0). 136-141 2021 ICNLSP conf/icnlsp/2021 db/conf/icnlsp/icnlsp2021.html#LichouriA21 https://aclanthology.org/2021.icnlsp-1.4 Mourad Abbas Mohamed Lichouri TPT: An Empirical Term Selection for Arabic Text Categorization. 257-262 2021 ICNLSP conf/icnlsp/2021 db/conf/icnlsp/icnlsp2021.html#AbbasL21 https://aclanthology.org/2021.icnlsp-1.26 Mohamed Lichouri Mourad Abbas Khaled Lounnas Besma Benaziz Aicha Zitouni Arabic Dialect Identification based on a Weighted Concatenation of TF-IDF Features. 282-286 2021 WANLP https://www.aclweb.org/anthology/2021.wanlp-1.33/ conf/wanlp/2021 db/conf/wanlp/wanlp2021.html#LichouriALBZ21 Mohamed Lichouri Mourad Abbas Besma Benaziz Aicha Zitouni Khaled Lounnas Preprocessing Solutions for Detection of Sarcasm and Sentiment for Arabic. 376-380 2021 WANLP https://www.aclweb.org/anthology/2021.wanlp-1.49/ conf/wanlp/2021 db/conf/wanlp/wanlp2021.html#LichouriABZL21 Mohamed Lichouri Mourad Abbas Besma Benaziz Profiling Fake News Spreaders on Twitter based on TFIDF Features and Morphological Process. Notebook for PAN at CLEF 2020. 2020 CLEF (Working Notes) https://ceur-ws.org/Vol-2696/paper_131.pdf conf/clef/2020w db/conf/clef/clef2020w.html#LichouriAB20 Aicha Zitouni Leila Falek Mourad Abbas Mohamed Lichouri Khaled Lounnas Analysis of the Influence of the Arabic Fricatives Vocalic Context on Their Spectral Parameters. 255-264 2020 CSA https://doi.org/10.1007/978-3-030-69418-0_23 conf/csa3/2020 db/conf/csa3/csa2020.html#ZitouniFALL20 Imene Hadjadji Leila Falek Khaled Lounnas Mohamed Lichouri Enhancement of the interlocutor emotion recognition rate from non-professionals speakers in Arabic database. 1-6 2020 ICECOCS https://doi.org/10.1109/ICECOCS50124.2020.9314496 conf/icecocs/2020 db/conf/icecocs/icecocs2020.html#HadjadjiFLL20 Mohamed Lichouri Mourad Abbas SpeechTrans@SMM4H'20: Impact of Preprocessing and N-grams on Automatic Classification of Tweets That Mention Medications. 118-120 2020 SMM4H@COLING https://aclanthology.org/2020.smm4h-1.19 conf/smm4h/2020 db/conf/smm4h/smm4h2020.html#LichouriA20 Mohamed Lichouri Mourad Abbas Simple vs Oversampling-based Classification Methods for Fine Grained Arabic Dialect Identification in Twitter. 250-256 2020 WANLP@COLING https://www.aclweb.org/anthology/2020.wanlp-1.24/ conf/wanlp/2020 db/conf/wanlp/wanlp2020.html#LichouriA20 Khaled Lounnas Mourad Abbas Hocine Teffahi Mohamed Lichouri A Language Identification System Based on Voxforge Speech Corpus. 529-534 2019 AMLTA https://doi.org/10.1007/978-3-030-14118-9_53 conf/amlta/2019 db/conf/amlta/amlta2019.html#LounnasATL19 Mohamed Lichouri Rachida Djeradi Amar Djeradi Mourad Abbas Towards a Portable SLU System Applied to MSA and Low-resourced Algerian Dialects. 576-585 2019 AMLTA https://doi.org/10.1007/978-3-030-14118-9_58 conf/amlta/2019 db/conf/amlta/amlta2019.html#LichouriDDA19 Mourad Abbas Mohamed Lichouri Ahmed Zeggada Classification of Arabic Poems: from the 5^th to the 15^th Century. 179-186 2019 ICIAP Workshops https://doi.org/10.1007/978-3-030-30754-7_18 conf/iciap/2019w db/conf/iciap/iciap2019w.html#AbbasLZ19 Mohamed Lichouri Mourad Abbas Rachida Djeradi Amar Djeradi An Arabic Multi-Domain Spoken Language Understanding System. 49-53 2019 ICNLSP conf/icnlsp/2019 db/conf/icnlsp/icnlsp2019.html#LichouriADD19 Khaled Lounnas Mourad Abbas Mohamed Lichouri Building a Speech Corpus based on Arabic Podcasts for Language and Dialect Identification. 54-58 2019 ICNLSP conf/icnlsp/2019 db/conf/icnlsp/icnlsp2019.html#LounnasAL19 Mourad Abbas Mohamed Lichouri Abed Alhakim Freihat ST MADAR 2019 Shared Task: Arabic Fine-Grained Dialect Identification. 269-273 2019 WANLP@ACL 2019 https://doi.org/10.18653/v1/w19-4635 https://aclanthology.org/W19-4635/ conf/wanlp/2019 db/conf/wanlp/wanlp2019.html#AbbasLF19

Mohamed Lichouri Rachida Djeradi Amar Djeradi Combining topic-based model and text categorisation approach for utterance understanding in human-machine dialogue. 109-117 2018 17 Int. J. Comput. Sci. Eng. 1 https://doi.org/10.1504/IJCSE.2018.10015549 db/journals/ijcse/ijcse17.html#LichouriDD18

Mohamed Lichouri Mourad Abbas Abed Alhakim Freihat Dhiya El Hak Megtouf Word-Level vs Sentence-Level Language Identification: Application to Algerian and Arabic Dialects. 246-253 2018 ACLING https://doi.org/10.1016/j.procs.2018.10.484 https://www.wikidata.org/entity/Q128987989 conf/acling/2018 db/conf/acling/acling2018.html#LichouriAFM18 Mohamed Lichouri Amar Djeradi Rachida Djeradi A new Automatic approach for Understanding the Spontaneous Utterance in Human-Machine Dialogue based on Automatic Text Categorization. 50:1-50:5 2015 IPAC https://doi.org/10.1145/2816839.2816894 conf/iciip/2015 db/conf/iciip/ipac2015.html#LichouriDD15 Mourad Abbas Mohamed Abi Kahina Amara Mohamed Zakaria Amziane Adil Bakri Besma Benaziz Thissas Chahboub Brahim Dahou Amar Djeradi Rachid Djeradi Rachida Djeradi Leila Falek Abed Alhakim Freihat Anis Guechtouli Mohamed Amine Guerroudji Imene Hadjadji Mohamed Hamidi Houda Latrache Khaled Lounnas Mostefa Masmoudi Dhiya MegtoufDhiya El Hak Megtouf Slimane Mekaoui Khelil Rafik Ouaras Mehdi Ayoub Rabiai Samir Salmi Hassan Satori Hocine Teffahi Boualem Nadjib Zahaf Ahmed Zeggada Nadia Zenati-HendaNadia Zenati Aicha Zitouni