Laure Soulier
11 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π§
Keyword Pioneer
ποΈ
Keyword Collector
(62)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Application Areas
(5)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Deep Learning
(4)
Reinforcement Learning
(4)
Learning Types Β· Deep Learning
(4)
Methods
(4)
Generation
(3)
Applications
(2)
Core Methods
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Keywords
reinforcement learning
(4)
policy subspace
(2)
multimodal learning
(2)
large language model
(2)
text generation
(1)
few-shot learning
(1)
zero-shot learning
(1)
self-supervised learning
(1)
catastrophic forgetting
(1)
visual appearance
(1)
object recognition
(1)
information retrieval
(1)
semantic representation
(1)
question generation
(1)
conversational search
(1)
domain generalization
(1)
neural network optimization
(1)
language grounding
(1)
reinforcement learning from human feedback
(1)
continual learning
(1)
Papers
Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting
NAACL 2025
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation
ICLR 2025
LOCOST: State-Space Models for Long Document Abstractive Summarization
EACL 2024
Building a Subspace of Policies for Scalable Continual Learning
ICLR 2023
Improving generalization in large langue model by learning prefix subspaces
EMNLP 2023
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards
NeurIPS 2023
Learning a subspace of policies for online adaptation in Reinforcement Learning
ICLR 2022
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation
EMNLP 2021
Context-Aware Zero-Shot Learning for Object Recognition
ICML 2019
Incorporating Visual Semantics into Sentence Representations within a Grounded Space
EMNLP 2019
A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems
EMNLP 2018