Stéphane Aroca-Ouellette
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
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Artificial Intelligence
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Machine Learning
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Learning Types · Machine Learning
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Natural Language Processing
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Reinforcement Learning
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Methods
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Optimization & Theory
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Keywords
representation learning
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multimodal learning
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visual grounding
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natural language understanding
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language grounding
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hierarchical reinforcement learning
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iterative refinement
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language model
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vision-language model
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zero-shot coordination
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auxiliary task
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masked language modeling
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state embedding
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ad hoc teamwork
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latent embedding
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next sentence prediction
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sequential reasoning
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reporting bia
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color perception
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pre-training task
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Papers
Aligning LLMs by Predicting Preferences from User Writing Samples
ICML 2025
Implicitly Aligning Humans and Autonomous Agents through Shared Task Abstractions
IJCAI 2025
ReSeeding Latent States for Sequential Language Understanding
EMNLP 2025
PROST: Physical Reasoning about Objects through Space and Time
ACL 2021
The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color
EMNLP 2021
On Losses for Modern Language Models
EMNLP 2020