Samuel Humeau
6 papers · 2018–2020 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
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Trend Setter
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Research topics
Natural Language Processing
(5)
Deep Learning
(4)
Generation · Natural Language Processing
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Architectures
(3)
Core AI · Artificial Intelligence
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Learning Types · Machine Learning
(2)
Application Areas
(1)
Core AI · Computer Vision
(1)
Generation · Computer Vision
(1)
Techniques
(1)
Keywords
dialogue system
(3)
multimodal learning
(2)
style transfer
(1)
visual question answering
(1)
conversational ai
(1)
natural language generation
(1)
dialogue generation
(1)
image captioning
(1)
offensive language detection
(1)
dialogue safety
(1)
adversarial training
(1)
image representation
(1)
generative model
(1)
end-to-end training
(1)
sentence representation
(1)
sentence scoring
(1)
retrieval model
(1)
style control
(1)
personalized dialogue
(1)
image grounding
(1)
Papers
Image-Chat: Engaging Grounded Conversations
ACL 2020
Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring
ICLR 2020
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack
EMNLP 2019
Engaging Image Captioning via Personality
CVPR 2019
Learning to Speak and Act in a Fantasy Text Adventure Game
EMNLP 2019
Training Millions of Personalized Dialogue Agents
EMNLP 2018