Multimodal Attribute Extraction. - Robert L. Logan IV; Samuel Humeau 001; Sameer Singh 001 (AKBC@NIPS, 2017)

Training Millions of Personalized Dialogue Agents. - Pierre-Emmanuel Mazaré; Samuel Humeau 001; Martin Raison; Antoine Bordes (EMNLP, 2018)

Engaging Image Chat: Modeling Personality in Grounded Dialogue. - Kurt Shuster 001; Samuel Humeau 001; Antoine Bordes; Jason Weston (CoRR, 2018)

Engaging Image Captioning via Personality. - Kurt Shuster 001; Samuel Humeau 001; Hexiang Hu; Antoine Bordes; Jason Weston (CVPR, 2019)

Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack. - Emily Dinan; Samuel Humeau 001; Bharath Chintagunta; Jason Weston (EMNLP/IJCNLP (1), 2019)

Learning to Speak and Act in a Fantasy Text Adventure Game. - Jack Urbanek; Angela Fan; Siddharth Karamcheti; Saachi Jain; Samuel Humeau 001; Emily Dinan; Tim Rocktäschel; Douwe Kiela; Arthur Szlam; Jason Weston (EMNLP/IJCNLP (1), 2019)

Reference-less Quality Estimation of Text Simplification Systems. - Louis Martin; Samuel Humeau 001; Pierre-Emmanuel Mazaré; Antoine Bordes; Éric Villemonte de la Clergerie; Benoît Sagot (CoRR, 2019)

Real-time Inference in Multi-sentence Tasks with Deep Pretrained Transformers. - Samuel Humeau 001; Kurt Shuster 001; Marie-Anne Lachaux; Jason Weston (CoRR, 2019)

Image-Chat: Engaging Grounded Conversations. - Kurt Shuster 001; Samuel Humeau 001; Antoine Bordes; Jason Weston (ACL, 2020)

Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring. - Samuel Humeau 001; Kurt Shuster 001; Marie-Anne Lachaux; Jason Weston (ICLR, 2020)