Samuel Humeau
8 papers · 2018–2020 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(2)
π
Trend Setter
β‘
Prolific Year
(5)
Conferences
EMNLP (3)
IJCNLP (2)
ACL (1)
CVPR (1)
ICLR (1)
Top co-authors
Research topics
Keywords
dialogue system
(3)
multimodal learning
(2)
conversational ai
(2)
retrieval model
(2)
grounded dialogue
(2)
offensive language detection
(2)
dialogue safety
(2)
generative model
(2)
adversarial attack
(1)
language model
(1)
end-to-end training
(1)
sentence representation
(1)
style control
(1)
personalized dialogue
(1)
image grounding
(1)
multimodal dialogue
(1)
end-to-end system
(1)
neural network
(1)
text adventure game
(1)
persona-based dialogue
(1)
Papers
Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring
ICLR 2020
Image-Chat: Engaging Grounded Conversations
ACL 2020
Learning to Speak and Act in a Fantasy Text Adventure Game
EMNLP 2019
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack
EMNLP 2019
Learning to Speak and Act in a Fantasy Text Adventure Game
IJCNLP 2019
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack
IJCNLP 2019
Engaging Image Captioning via Personality
CVPR 2019
Training Millions of Personalized Dialogue Agents
EMNLP 2018