Samuel Humeau

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 17

Top Topics

Conversational Agents

Quality Estimation

Top Venues

EMNLP/IJCNLP (1)

Publications

Yuichi Komorida, Shin-ya Katsumata, Nick Hu, Bartek Klin, Samuel Humeau, Clovis Eberhart, Ichiro Hasuo
Codensity Games for Bisimilarity. New Gener. Comput. 40 (2) (2022)
Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux, Jason Weston
Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring. ICLR (2020)
Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston
Image-Chat: Engaging Grounded Conversations. ACL (2020)
Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux, Jason Weston
Real-time Inference in Multi-sentence Tasks with Deep Pretrained Transformers. CoRR (2019)
Emily Dinan, Samuel Humeau, Bharath Chintagunta, Jason Weston
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack. EMNLP/IJCNLP (1) (2019)
Kurt Shuster, Samuel Humeau, Hexiang Hu, Antoine Bordes, Jason Weston
Engaging Image Captioning via Personality. CVPR (2019)
Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston
Learning to Speak and Act in a Fantasy Text Adventure Game. CoRR (2019)
Louis Martin, Samuel Humeau, Pierre-Emmanuel Mazaré, Antoine Bordes, Éric Villemonte de la Clergerie, Benoît Sagot
Reference-less Quality Estimation of Text Simplification Systems. CoRR (2019)
Emily Dinan, Samuel Humeau, Bharath Chintagunta, Jason Weston
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack. CoRR (2019)
Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston
Learning to Speak and Act in a Fantasy Text Adventure Game. EMNLP/IJCNLP (1) (2019)
Kurt Shuster, Samuel Humeau, Hexiang Hu, Antoine Bordes, Jason Weston
Engaging Image Captioning Via Personality. CoRR (2018)
Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston
Engaging Image Chat: Modeling Personality in Grounded Dialogue. CoRR (2018)
Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, Antoine Bordes
Training Millions of Personalized Dialogue Agents. CoRR (2018)
Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, Antoine Bordes
Training Millions of Personalized Dialogue Agents. EMNLP (2018)
Robert L. Logan IV, Samuel Humeau, Sameer Singh
Multimodal Attribute Extraction. AKBC@NIPS (2017)
Robert L. Logan IV, Samuel Humeau, Sameer Singh
Multimodal Attribute Extraction. CoRR (2017)
Tri Kurniawan Wijaya, Matteo Vasirani, Samuel Humeau, Karl Aberer
Cluster-based aggregate forecasting for residential electricity demand using smart meter data. IEEE BigData (2015)
Samuel Humeau, Tri Kurniawan Wijaya, Matteo Vasirani, Karl Aberer
Electricity load forecasting for residential customers: Exploiting aggregation and correlation between households. SustainIT (2013)