Active learning for rule-based and corpus-based Spoken Language Understanding models. - Pierre Gotab; Frédéric Béchet; Géraldine Damnati (ASRU, 2009)

Apprentissage automatique et Co-training. - Pierre Gotab (RECITAL, 2009)

Online SLU model adaptation with a partial oracle. - Pierre Gotab; Géraldine Damnati; Frédéric Béchet; Lionel Delphin-Poulat (INTERSPEECH, 2010)

Applying Multiclass Bandit algorithms to call-type classification. - Liva Ralaivola; Benoît Favre; Pierre Gotab; Frédéric Béchet; Géraldine Damnati (ASRU, 2011)

Classification automatique pour la compréhension de la parole : vers des systèmes semi-supervisés et auto-évolutifs. (Machine learning applied to speech language understanding : towards semi-supervised and self-evolving systems). - Pierre Gotab (2012)