| 2025 | ICPRAM | FlowAct: A Proactive Multimodal Human-Robot Interaction System with Continuous Flow of Perception and Modular Action Sub-Systems. | Timothe Dhaussy, Bassam Jabaian, Fabrice Lefvre |
| 2025 | SIGdial | Open-Source Large Language Models as Multilingual Crowdworkers: Synthesizing Open-Domain Dialogues in Several Languages With No Examples in Targets and No Machine Translation. | Ahmed Njifenjou, Virgile Sucal, Bassam Jabaian, Fabrice Lefvre |
| 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 | Audio-Visual Speaker Diarization in the Framework of Multi-User Human-Robot Interaction. | Timothe Dhaussy, Bassam Jabaian, Fabrice Lefvre, Radu Horaud |
| 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 | 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 |
| 2020 | ICASSP | A Data Efficient End-to-End Spoken Language Understanding Architecture. | Marco Dinarelli, Nikita Kapoor, Bassam Jabaian, Laurent Besacier |
| 2019 | ICASSP | Joint On-line Learning of a Zero-shot Spoken Semantic Parser and a Reinforcement Learning Dialogue Manager. | Matthieu Riou, Bassam Jabaian, Stphane Huet, Fabrice Lefvre |
| 2017 | ICMI | Integration and evaluation of social competences such as humor in an artificial interactive agent. | Matthieu Riou, Bassam Jabaian, Stphane Huet, Thierry Chaminade, Fabrice Lefvre |
| 2017 | Interspeech | Online Adaptation of an Attention-Based Neural Network for Natural Language Generation. | Matthieu Riou, Bassam Jabaian, Stphane Huet, Fabrice Lefvre |
| 2016 | ICASSP | Adversarial Bandit for online interactive active learning of zero-shot spoken language understanding. | Emmanuel Ferreira, Alexandre Reiffers-Masson, Bassam Jabaian, Fabrice Lefvre |
| 2016 | LREC | Automatic Corpus Extension for Data-driven Natural Language Generation. | Elena Manishina, Bassam Jabaian, Stphane Huet, Fabrice Lefvre |
| 2015 | ICASSP | Online adaptative zero-shot learning spoken language understanding using word-embedding. | Emmanuel Ferreira, Bassam Jabaian, Fabrice Lefvre |
| 2015 | Interspeech | Zero-shot semantic parser for spoken language understanding. | Emmanuel Ferreira, Bassam Jabaian, Fabrice Lefvre |
| 2013 | Interspeech | Error-corrective discriminative joint decoding of automatic spoken language transcription and understanding. | Bassam Jabaian, Fabrice Lefvre |
| 2012 | Interspeech | Portability of Semantic Annotations for Fast Development of Dialogue Corpora. | Bassam Jabaian, Fabrice Lefvre, Laurent Besacier |
| 2012 | LREC | Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora. | Fabrice Lefvre, Djamel Mostefa, Laurent Besacier, Yannick Estve, Matthieu Quignard, Nathalie Camelin, Benot Favre, Bassam Jabaian, Lina Maria Rojas-Barahona |
| 2011 | ICASSP | Combination of stochastic understanding and machine translation systems for language portability of dialogue systems. | Bassam Jabaian, Laurent Besacier, Fabrice Lefvre |
| 2010 | Interspeech | Investigating multiple approaches for SLU portability to a new language. | Bassam Jabaian, Laurent Besacier, Fabrice Lefvre |