| 2026 | LREC | Can Multimodal LLMs Generate Pedagogical Questions? | Thomas Gerald, Sahar Ghannay, Julie Lascar, Paul Lerner, Anne Vilnat |
| 2026 | LREC | Format Matters: A Critical Evaluation of Output Formats for Prompting LLMs in SLU and NER. | Pierre Lepagnol, Sahar Ghannay, Thomas Gerald, Christophe Servan, Sophie Rosset |
| 2025 | AIME | Evaluating the Confidentiality of Synthetic Clinical Texts Generated by Language Models. | Foucauld Estignard, Sahar Ghannay, Julien Girard-Satabin, Nicolas Hiebel, Aurlie Nvol |
| 2025 | ECIR | Entity-Aware Cross-Modal Pretraining for Knowledge-Based Visual Question Answering. | Omar Adjali, Olivier Ferret, Sahar Ghannay, Herv Le Borgne |
| 2025 | ICASSP | XAI for Gender Representation in Media Analysis. | Franois Buet, Camille Guinaudeau, Cyril Grouin, Sahar Ghannay, Shin'ichi Satoh |
| 2025 | Interspeech | Leveraging Information Retrieval to Enhance Spoken Language Understanding Prompts in Few-Shot Learning. | Pierre Lepagnol, Sahar Ghannay, Thomas Gerald, Christophe Servan, Sophie Rosset |
| 2024 | COLING | New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark. | Nadge Alavoine, Galle Laperrire, Christophe Servan, Sahar Ghannay, Sophie Rosset |
| 2024 | COLING | Small Language Models Are Good Too: An Empirical Study of Zero-Shot Classification. | Pierre Lepagnol, Thomas Gerald, Sahar Ghannay, Christophe Servan, Sophie Rosset |
| 2024 | COLING | mALBERT: Is a Compact Multilingual BERT Model Still Worth It? | Christophe Servan, Sahar Ghannay, Sophie Rosset |
| 2024 | EMNLP | Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering. | Omar Adjali, Olivier Ferret, Sahar Ghannay, Herv Le Borgne |
| 2024 | Interspeech | A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding. | Galle Laperrire, Sahar Ghannay, Bassam Jabaian, Yannick Estve |
| 2023 | ICASSP | Specialized Semantic Enrichment of Speech Representations. | Galle Laperrire, Ha Nguyen, Sahar Ghannay, Bassam Jabaian, Yannick Estve |
| 2023 | Interspeech | Semantic Enrichment Towards Efficient Speech Representations. | Galle Laperrire, Ha Nguyen, Sahar Ghannay, Bassam Jabaian, Yannick Estve |
| 2022 | Interspeech | Benchmarking Transformers-based models on French Spoken Language Understanding tasks. | Oralie Cattan, Sahar Ghannay, Christophe Servan, Sophie Rosset |
| 2022 | LREC | The Spoken Language Understanding MEDIA Benchmark Dataset in the Era of Deep Learning: data updates, training and evaluation tools. | Galle Laperrire, Valentin Pelloin, Antoine Caubrire, Salima Mdhaffar, Nathalie Camelin, Sahar Ghannay, Bassam Jabaian, Yannick Estve |
| 2022 | LREC | Impact Analysis of the Use of Speech and Language Models Pretrained by Self-Supersivion for Spoken Language Understanding. | Salima Mdhaffar, Valentin Pelloin, Antoine Caubrire, Galle Laperrire, Sahar Ghannay, Bassam Jabaian, Nathalie Camelin, Yannick Estve |
| 2021 | ASRU | Overlap-Aware Low-Latency Online Speaker Diarization Based on End-to-End Local Segmentation. | Juan Manuel Coria, Herv Bredin, Sahar Ghannay, Sophie Rosset |
| 2021 | EMNLP | Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools. | Nesrine Bannour, Sahar Ghannay, Aurlie Nvol, Anne-Laure Ligozat |
| 2020 | COLING | Neural Networks approaches focused on French Spoken Language Understanding: application to the MEDIA Evaluation Task. | Sahar Ghannay, Christophe Servan, Sophie Rosset |
| 2020 | ICASSP | Error Analysis Applied to End-to-End Spoken Language Understanding. | Antoine Caubrire, Sahar Ghannay, Natalia A. Tomashenko, Renato De Mori, Antoine Laurent, Emmanuel Morin, Yannick Estve |
| 2020 | ICASSP | What is best for spoken language understanding: small but task-dependant embeddings or huge but out-of-domain embeddings? | Sahar Ghannay, Antoine Neuraz, Sophie Rosset |
| 2020 | NLDB | A Cooking Knowledge Graph and Benchmark for Question Answering Evaluation in Lifelong Learning Scenarios. | Mathilde Veron, Anselmo Peas, Guillermo Echegoyen, Somnath Banerjee, Sahar Ghannay, Sophie Rosset |
| 2018 | Interspeech | Task Specific Sentence Embeddings for ASR Error Detection. | Sahar Ghannay, Yannick Estve, Nathalie Camelin |
| 2018 | LREC | Simulating ASR errors for training SLU systems. | Edwin Simonnet, Sahar Ghannay, Nathalie Camelin, Yannick Estve |
| 2017 | Interspeech | ASR Error Management for Improving Spoken Language Understanding. | Edwin Simonnet, Sahar Ghannay, Nathalie Camelin, Yannick Estve, Renato De Mori |
| 2016 | ECAI | Recent Improvements on Error Detection for Automatic Speech Recognition. | Yannick Estve, Sahar Ghannay, Nathalie Camelin |
| 2016 | Interspeech | Acoustic Word Embeddings for ASR Error Detection. | Sahar Ghannay, Yannick Estve, Nathalie Camelin, Paul Delglise |
| 2016 | LREC | Word Embedding Evaluation and Combination. | Sahar Ghannay, Benot Favre, Yannick Estve, Nathalie Camelin |