Soulier, Laure
- Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards
2023/06/07 by Alexandre Ramé, Guillaume Couairon, Ramé, Alexandre +11 · 44 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- What Makes Multimodal In-Context Learning Work?
2024/04/24 by Folco Bertini Baldassini, Baldassini, Folco Bertini, Mustafa Shukor +7 · 13 citations
Arts and Humanities · Health Professions · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Storytelling and Education #Discourse Analysis in Language Studies #EFL/ESL Teaching and Learning #FOS: Computer and information sciences
- Building a Subspace of Policies for Scalable Continual Learning
2022/11/18 by Jean-Baptiste Gaya, Thang Doan, Gaya, Jean-Baptiste +9 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic\n Evaluation
2021/04/15 by Clément Rebuffel, Thomas Scialom, Rebuffel, Clément +13 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings
2018/04/30 by Carvalho, Micael, Cadène, Rémi, Picard, David +3 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Studying Catastrophic Forgetting in Neural Ranking Models
2021/01/18 by Lovon-Melgarejo, Jesus, Soulier, Laure, Pinel-Sauvagnat, Karen +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Controlling Hallucinations at Word Level in Data-to-Text Generation
2021/02/04 by Rebuffel, Clément, Roberti, Marco, Soulier, Laure +3 · 1 citation
#68T05 #68T07 (Secondary) #68T50 (Primary) #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.6 #I.2.7 #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation
2025/04/16 by Anfu Tang, Tang, Anfu, Laure Soulier +3 · 4 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Speech and dialogue systems #Topic Modeling
- Continual Learning of Long Topic Sequences in Neural Information Retrieval
2022/01/10 by Thomas Gerald, Gerald, Thomas, Laure Soulier +1 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Machine Learning (cs.LG) #Topic Modeling
- Interactive Query Clarification and Refinement via User Simulation
2022/05/31 by Pierre Erbacher, Ludovic Denoyer, Erbacher, Pierre +3 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior
- Improving generalization in large language models by learning prefix subspaces
2023/10/24 by Louis Falissard, Vincent Guigue, Falissard, Louis +3 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- LOCOST: State-Space Models for Long Document Abstractive Summarization
2024/01/31 by Bronnec, Florian Le, Duong, Song, Ravaut, Mathieu +6 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation
2025/02/19 by Duong, Song, Bronnec, Florian Le, Allauzen, Alexandre +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- VIPER: Visual Perception and Explainable Reasoning for Sequential Decision-Making
2025/03/19 by Mohamed-Salim Aissi, Aissi, Mohamed Salim, Clémence Grislain +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Understanding Matching Mechanisms in Cross-Encoders
2025/07/19 by Vast, Mathias, Van Cooten, Basile, Soulier, Laure +1 · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)