Samuel Humeau

According to our database, Samuel Humeau authored at least 10 papers between 2017 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring.

Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux, Jason Weston

Proceedings of the 8th International Conference on Learning Representations, 2020

Image-Chat: Engaging Grounded Conversations.

Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Real-time Inference in Multi-sentence Tasks with Deep Pretrained Transformers.

Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux, Jason Weston

CoRR, 2019

Reference-less Quality Estimation of Text Simplification Systems.

Louis Martin, Samuel Humeau, Pierre-Emmanuel Mazaré, Antoine Bordes, Éric Villemonte de la Clergerie, Benoît Sagot

CoRR, 2019

Learning to Speak and Act in a Fantasy Text Adventure Game.

Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack.

Emily Dinan, Samuel Humeau, Bharath Chintagunta, Jason Weston

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Engaging Image Captioning via Personality.

Kurt Shuster, Samuel Humeau, Hexiang Hu, Antoine Bordes, Jason Weston

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Engaging Image Chat: Modeling Personality in Grounded Dialogue.

Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston

CoRR, 2018

Training Millions of Personalized Dialogue Agents.

Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, Antoine Bordes

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Multimodal Attribute Extraction.

Robert L. Logan IV, Samuel Humeau, Sameer Singh

Proceedings of the 6th Workshop on Automated Knowledge Base Construction, 2017