Towards a French Smart-Home Voice Command Corpus: Design and NLU Experiments. - Thierry Desot; Stefania Raimondo; Anastasia Mishakova; François Portet; Michel Vacher (TSD, 2018)

SLU for Voice Command in Smart Home: Comparison of Pipeline and End-to-End Approaches. - Thierry Desot; François Portet; Michel Vacher (ASRU, 2019)

Context-Aware Voice-Based Interaction in Smart Home - VocADom@A4H Corpus Collection and Empirical Assessment of Its Usefulness. - François Portet; Sybille Caffiau; Fabien Ringeval; Michel Vacher; Nicolas Bonnefond; Solange Rossato; Benjamin Lecouteux; Thierry Desot (DASC/PiCom/DataCom/CyberSciTech, 2019)

Learning Natural Language Understanding Systems from Unaligned Labels for Voice Command in Smart Homes. - Anastasia Mishakova; François Portet; Thierry Desot; Michel Vacher (PerCom Workshops, 2019)

Towards End-to-End spoken intent recognition in smart home. - Thierry Desot; François Portet; Michel Vacher (SpeD, 2019)

Corpus Generation for Voice Command in Smart Home and the Effect of Speech Synthesis on End-to-End SLU. - Thierry Desot; François Portet; Michel Vacher (LREC, 2020)

Apport des modèles neuronaux de bout-en-bout pour la compréhension automatique de la parole dans l'habitat intelligent. (Contribution of end-to-end deep learning models for spoken language understanding in smart homes). - Thierry Desot (2020)

Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch. - Thierry Desot; Orphée De Clercq; Véronique Hoste (RANLP, 2021)

A Hybrid Knowledge and Transformer-Based Model for Event Detection with Automatic Self-Attention Threshold, Layer and Head Selection. - Thierry Desot; Orphée De Clercq; Véronique Hoste (CASE@EMNLP, 2022)

End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting. - Thierry Desot; François Portet; Michel Vacher (Comput. Speech Lang., 2022)

EventDNA: a dataset for Dutch news event extraction as a basis for news diversification. - Camiel Colruyt; Orphée De Clercq; Thierry Desot; Véronique Hoste (Lang. Resour. Evaluation, 2023)