| 2026 | EACL | How DDAIR you? Disambiguated Data Augmentation for Intent Recognition. | Galo Castillo-Lpez, Alexis Lombard, Nasredine Semmar, Gal de Chalendar |
| 2026 | LREC | Injecting Structured Biomedical Knowledge into Language Models: Continual Pretraining vs. GraphRAG. | Jaafer Klila, Sondes Bannour Souihi, Rahma Boujelbane, Nasredine Semmar, Lamia Hadrich Belguith |
| 2025 | AICCSA | Autonomous QA Data Augmentation via Open-Source LLM Agents for Metaverse Applications. | Faiza Belbachir, Rmy Chen, Lucas Lorang, Arthur Delfose, Nasredine Semmar, Samia Bouzefrane, Assia Soukane |
| 2025 | EMNLP | Detecting Omissions in LLM-Generated Medical Summaries. | Achir Oukelmoun, Nasredine Semmar, Gal de Chalendar, Clment Cormi, Mariame Oukelmoun, Eric Vibert, Marc-Antoine Allard |
| 2025 | SIGdial | Intent Recognition and Out-of-Scope Detection using LLMs in Multi-party Conversations. | Galo Castillo-Lpez, Gal de Chalendar, Nasredine Semmar |
| 2024 | HSI | Towards Guided Back-translation for Low-resource languages- A Case Study on Kabyle-French. | Nassim Diab, Fatiha Sadat, Nasredine Semmar |
| 2023 | ACL | X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents. | Mehrad Moradshahi, Tianhao Shen, Kalika Bali, Monojit Choudhury, Gal de Chalendar, Anmol Goel, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Nasredine Semmar, Sina J. Semnani, Jiwon Seo, Vivek Seshadri, Manish Shrivastava, Michael Sun, Aditya Yadavalli, Chaobin You, Deyi Xiong, Monica S. Lam |
| 2023 | AICCSA | A Study on the Relevance of Generic Word Embeddings for Sentence Classification in Hepatic Surgery. | Achir Oukelmoun, Nasredine Semmar, Gal de Chalendar, Enguerrand Habran, Eric Vibert, Emma Goblet, Mariame Oukelmoun, Marc-Antoine Allard |
| 2023 | AICCSA | What does KnowBert-UMLS forget? | Guilhem Piat, Nasredine Semmar, Julien Tourille, Alexandre Allauzen, Hassane Essafi |
| 2022 | WiMob | Adapting without forgetting: KnowBert-UMLS. | Guilhem Piat, Nasredine Semmar, Alexandre Allauzen, Hassane Essafi, Gal Bernard, Julien Tourille |
| 2019 | NAACL | Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging. | Sara Meftah, Youssef Tamaazousti, Nasredine Semmar, Hassane Essafi, Fatiha Sadat |
| 2018 | LREC | A Neural Network Model for Part-Of-Speech Tagging of Social Media Texts. | Sara Meftah, Nasredine Semmar |
| 2018 | LREC | Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach. | Houda Saadane, Hosni Seffih, Christian Fluhr, Khalid Choukri, Nasredine Semmar |
| 2018 | LREC | A Hybrid Approach for Automatic Extraction of Bilingual Multiword Expressions from Parallel Corpora. | Nasredine Semmar |
| 2017 | RANLP | Building Multiword Expressions Bilingual Lexicons for Domain Adaptation of an Example-Based Machine Translation System. | Nasredine Semmar, Meriama Lab |
| 2016 | AICCSA | Romanized Arabic and Berber detection using prediction by partial matching and dictionary methods. | Wafia Adouane, Nasredine Semmar, Richard Johansson |
| 2016 | COLING | Inducing Multilingual Text Analysis Tools Using Bidirectional Recurrent Neural Networks. | Othman Zennaki, Nasredine Semmar, Laurent Besacier |
| 2015 | PACLIC | Improving the Performance of an Example-Based Machine Translation System Using a Domain-specific Bilingual Lexicon. | Nasredine Semmar, Othman Zennaki, Meriama Lab |
| 2015 | PACLIC | Unsupervised and Lightly Supervised Part-of-Speech Tagging Using Recurrent Neural Networks. | Othman Zennaki, Nasredine Semmar, Laurent Besacier |
| 2015 | RANLP | Evaluating the Impact of Using a Domain-specific Bilingual Lexicon on the Performance of a Hybrid Machine Translation Approach. | Nasredine Semmar, Othman Zennaki, Meriama Lab |
| 2013 | ACL | Context Vector Disambiguation for Bilingual Lexicon Extraction from Comparable Corpora. | Dhouha Bouamor, Nasredine Semmar, Pierre Zweigenbaum |
| 2013 | EMNLP | Building Specialized Bilingual Lexicons Using Large Scale Background Knowledge. | Dhouha Bouamor, Adrian Popescu, Nasredine Semmar, Pierre Zweigenbaum |
| 2013 | IJCNLP | Building Specialized Bilingual Lexicons Using Word Sense Disambiguation. | Dhouha Bouamor, Nasredine Semmar, Pierre Zweigenbaum |
| 2013 | IJCNLP | Using Transliteration of Proper Names from Arabic to Latin Script to Improve English-Arabic Word Alignment. | Nasredine Semmar, Houda Saadane |
| 2012 | AMTA | Using Arabic Transliteration to Improve Word Alignment from French- Arabic Parallel Corpora. | Houda Saadane, Ouafa Benterki, Nasredine Semmar, Christian Fluhr |
| 2012 | LREC | Identifying bilingual Multi-Word Expressions for Statistical Machine Translation. | Dhouha Bouamor, Nasredine Semmar, Pierre Zweigenbaum |
| 2010 | CBMI | MM: Modular architecture for multimedia information retrieval. | Bertrand Delezoide, Herv Le Borgne, Romaric Besanon, Gal de Chalendar, Olivier Ferret, Faiza Gara, Patrick Hde, Meriama Lab, Olivier Mesnard, Pierre-Alain Mollic, Nasredine Semmar |
| 2010 | ISDA | Financial events detection by conceptual news categorization. | Ali Jaoua, Jihad Mohamad Al'Jaam, Helmi Hammami, Fethi Ferjani, Firas Laban, Nasredine Semmar, Hassane Essafi, Samir Elloumi |
| 2010 | ISDA | Using a cross-language information retrieval approach to improve Computer-Aided Translation performance. | Nasredine Semmar, Hassane Essafi, Ali Jaoua, Ayman Ahmed Zayan, Helmi Hammami, Firas Laban |
| 2010 | LREC | MLIF : A Metamodel to Represent and Exchange Multilingual Textual Information. | Samuel Cruz-Lara, Gil Francopoulo, Laurent Romary, Nasredine Semmar |
| 2006 | LREC | Evaluation of multilingual text alignment systems: the ARCADE II project. | Yun-Chuang Chiao, Olivier Kraif, Dominique Laurent, Thi Minh Huyen Nguyen, Nasredine Semmar, Franois Stuck, Jean Vronis, Wajdi Zaghouani |
| 2006 | LREC | A Deep Linguistic Analysis for Cross-language Information Retrieval. | Nasredine Semmar, Meriama Lab, Christian Fluhr |