Laure Soulier

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

13h-index977citations153works1.42yr avg
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Research Topics

Topic Modeling(59), Natural Language Processing Techniques(50), Multimodal Machine Learning Applications(28), Information Retrieval and Search Behavior(26), Speech and dialogue systems(18)

Publications152 total

Gelina: Unified Speech and Gesture Synthesis via Interleaved Token Prediction
arXiv (Cornell University)·2025Open Access
Understanding Matching Mechanisms in Cross-Encoders
ArXiv.org·2025Open Access
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation
2025· 2 citedOpen Access
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation
arXiv (Cornell University)·2025Open Access
VIPER: Visual Perception and Explainable Reasoning for Sequential Decision-Making
ArXiv.org·2025· 1 citedOpen Access
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation
arXiv (Cornell University)·2025Open Access
Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting
2025· 3 citedOpen Access
Report on the 15th Conference and Labs of the Evaluation Forum (CLEF 2024): Experimental IR Meets Multilinguality, Multimodality, and Interaction
ACM SIGIR Forum·2024
Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting
arXiv (Cornell University)·2024Open Access
An Evaluation Framework for Attributed Information Retrieval using Large Language Models
2024· 2 citedOpen Access
2D or not 2D: How Does the Dimensionality of Gesture Representation Affect 3D Co-Speech Gesture Generation?
2024· 1 cited
2D or not 2D: How Does the Dimensionality of Gesture Representation Affect 3D Co-Speech Gesture Generation?
arXiv (Cornell University)·2024Open Access
Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders
2024· 1 citedOpen Access
MeLaSSS : Métrique dans l’espace latent sur les phrasessimplifiées
SPIRE - Sciences Po Institutional REpository·2024Open Access
LOCOST: Modèles Espace-État pour le Résumé Abstractif de Documents Longs
SPIRE - Sciences Po Institutional REpository·2024Open Access
Investigating the impact of 2D gesture representation on co-speech gesture generation
arXiv (Cornell University)·2024Open Access
What Makes Multimodal In-Context Learning Work?
2024· 16 citedOpen Access
What Makes Multimodal In-Context Learning Work?
arXiv (Cornell University)·2024· 1 citedOpen Access
Vers des LLMs fiables pour des tâches recherche d'information
SPIRE - Sciences Po Institutional REpository·2024Open Access
PAQA: Toward ProActive Open-Retrieval Question Answering
arXiv (Cornell University)·2024· 1 citedOpen Access
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Frequent Co-authors

Lynda Tamine(24), Patrick Gallinari(9), Benjamin Piwowarski(8), Gia-Hung Nguyen(8), Clément Rebuffel(5), Lamjed Ben Jabeur(5), Matthieu Cord(4), Éloi Zablocki(4), Geoffrey Scoutheeten(4), Wahiba Bahsoun(4), Nathalie Bricon-Souf(4), Rémi Cadène(3), David Picard(3), Nicolas Thome(3), Jian‐Yun Nie(3), Nicola Ferro(3), Patrick Bordes(3), Nathalie Souf(3), Ludovic Denoyer(3), Thomas Gerald(3)