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Allauzen, Alexandre

  1. FlauBERT: Unsupervised Language Model Pre-training for French
    2019/12/11 by Hang Le, Le, Hang, Loïc Vial +15 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  2. A Dynamical System Perspective for Lipschitz Neural Networks
    2021/10/25 by Meunier, Laurent, Delattre, Blaise, Araujo, Alexandre +1 · 7 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. A Unified Algebraic Perspective on Lipschitz Neural Networks
    2023/03/06 by Araujo, Alexandre, Havens, Aaron, Delattre, Blaise +2 · 8 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Exploring Precision and Recall to assess the quality and diversity of LLMs
    2024/02/16 by Florian Le Bronnec, Bronnec, Florian Le, Alexandre Vérine +7 · 8 citations
    Social Sciences · #Wikis in Education and Collaboration
  5. LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech
    2023/09/11 by Titouan Parcollet, Parcollet, Titouan, Ha-Thanh Nguyen +41 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  6. Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration
    2023/05/25 by Delattre, Blaise, Barthélemy, Quentin, Araujo, Alexandre +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Differentially Private Gradient Flow based on the Sliced Wasserstein Distance
    2023/12/13 by Sebag, Ilana, Pydi, Muni Sreenivas, Franceschi, Jean-Yves +4 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  8. SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation
    2025/02/19 by Duong, Song, Bronnec, Florian Le, Allauzen, Alexandre +4 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. 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)
  10. Interference Matrix: Quantifying Cross-Lingual Interference in Transformer Encoders
    2025/08/04 by Belen Alastruey, João Maria Janeiro, Alastruey, Belen +9 · 2 citations
    Computer Science · Social Sciences · #Natural Language Processing Techniques #Generative Adversarial Networks and Image Synthesis #Language and cultural evolution