Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction. - Pierre Colombo; Emile Chapuis; Matteo Manica; Emmanuel Vignon; Giovanna Varni; Chloé Clavel (AAAI, 2020)

Hierarchical Pre-training for Sequence Labelling in Spoken Dialog. - Emile Chapuis; Pierre Colombo; Matteo Manica; Matthieu Labeau; Chloé Clavel (EMNLP (Findings), 2020)

Guider l'attention dans les modeles de sequence a sequence pour la prediction des actes de dialogue. - Pierre Colombo; Emile Chapuis; Matteo Manica; Emmanuel Vignon; Giovanna Varni; Chloé Clavel (CoRR, 2020)

Improving Multimodal fusion via Mutual Dependency Maximisation. - Pierre Colombo; Emile Chapuis; Matthieu Labeau; Chloé Clavel (EMNLP (1), 2021)

Code-switched inspired losses for spoken dialog representations. - Pierre Colombo; Emile Chapuis; Matthieu Labeau; Chloé Clavel (EMNLP (1), 2021)

Code-switched inspired losses for generic spoken dialog representations. - Emile Chapuis; Pierre Colombo; Matthieu Labeau; Chloé Clavel (CoRR, 2021)

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. - Kaustubh D. Dhole; Varun Gangal; Sebastian Gehrmann; Aadesh Gupta; Zhenhao Li; Saad Mahamood; Abinaya Mahendiran; Simon Mille; Ashish Srivastava; Samson Tan; Tongshuang Wu; Jascha Sohl-Dickstein; et al. (CoRR, 2021)

Neural methods for spoken dialogue understanding. (Méthodes neuronales pour la compréhension des dialogues parlés). - Emile Chapuis (2021)