Transcribing audio-video archives. - Claude Barras; Alexandre Allauzen; Lori Lamel; Jean-Luc Gauvain (ICASSP, 2002)

Open Vocabulary ASR for Audiovisual Document Indexation. - Alexandre Allauzen; Jean-Luc Gauvain (ICASSP (1), 2005)

Diachronic vocabulary adaptation for broadcast news transcription. - Alexandre Allauzen; Jean-Luc Gauvain (INTERSPEECH, 2005)

Where are we in transcribing French broadcast news? - Jean-Luc Gauvain; Gilles Adda; Martine Adda-Decker; Alexandre Allauzen; Véronique Gendner; Lori Lamel; Holger Schwenk (INTERSPEECH, 2005)

Error detection in confusion network. - Alexandre Allauzen (INTERSPEECH, 2007)

A state-of-the-art statistical machine translation system based on Moses. - Daniel Déchelotte; Holger Schwenk; Hélène Bonneau-Maynard; Alexandre Allauzen; Gilles Adda (MTSummit, 2007)

Combining Morphosyntactic Enriched Representation with n-best Reranking in Statistical Translation. - Hélène Bonneau-Maynard; Alexandre Allauzen; Daniel Déchelotte; Holger Schwenk (SSST@HLT-NAACL, 2007)

Modèles statistiques enrichis par la syntaxe pour la traduction automatique. - Holger Schwenk; Daniel Déchelotte; Hélène Bonneau-Maynard; Alexandre Allauzen (TALN (Posters), 2007)

Training and Evaluation of POS Taggers on the French MULTITAG Corpus. - Alexandre Allauzen; Hélène Bonneau-Maynard (LREC, 2008)

Limsi's Statistical Translation Systems for WMT'08. - Daniel Déchelotte; Gilles Adda; Alexandre Allauzen; Hélène Bonneau-Maynard; Olivier Galibert; Jean-Luc Gauvain; Philippe Langlais; François Yvon (WMT@ACL, 2008)

Perception of the evolution of prosody in the French broadcast news style. - Philippe Boula de Mareüil; Albert Rilliard; Alexandre Allauzen (INTERSPEECH, 2009)

LIMSI's Statistical Translation Systems for WMT'09. - Alexandre Allauzen; Josep Maria Crego; Aurélien Max; François Yvon (WMT@EACL, 2009)

Discriminant Models for Word Alignment. - Alexandre Allauzen; Guillaume Wisniewski (Trait. Autom. des Langues, 2009)

Refining Word Alignment with Discriminative Training. - Nadi Tomeh; Alexandre Allauzen; François Yvon; Guillaume Wisniewski (AMTA, 2010)

Training Continuous Space Language Models: Some Practical Issues. - Hai Son Le; Alexandre Allauzen; Guillaume Wisniewski; François Yvon (EMNLP, 2010)

Assessing Phrase-Based Translation Models with Oracle Decoding. - Guillaume Wisniewski; Alexandre Allauzen; François Yvon (EMNLP, 2010)

LIMSI @ IWSLT 2010. - Alexandre Allauzen; Josep Maria Crego; Ilknur Durgar El-Kahlout; Hai Son Le; Guillaume Wisniewski; François Yvon (IWSLT, 2010)

LIMSI's Statistical Translation Systems for WMT'10. - Alexandre Allauzen; Josep Maria Crego; Ilknur Durgar El-Kahlout; François Yvon (WMT@ACL, 2010)

Discriminative Weighted Alignment Matrices For Statistical Machine Translation. - Nadi Tomeh; Alexandre Allauzen; François Yvon (EAMT, 2011)

Structured Output Layer neural network language model. - Hai Son Le; Ilya Oparin; Alexandre Allauzen; Jean-Luc Gauvain; François Yvon (ICASSP, 2011)

Large Vocabulary SOUL Neural Network Language Models. - Hai Son Le; Ilya Oparin; Abdelkhalek Messaoudi; Alexandre Allauzen; Jean-Luc Gauvain; François Yvon (INTERSPEECH, 2011)

Using Dynamic Time Warping to Compute Prosodic Similarity Measures. - Albert Rilliard; Alexandre Allauzen; Philippe Boula de Mareüil (INTERSPEECH, 2011)

LIMSI's experiments in domain adaptation for IWSLT11. - Thomas Lavergne; Alexandre Allauzen; Hai Son Le; François Yvon (IWSLT, 2011)

How good are your phrases? assessing phrase quality with single class classification. - Nadi Tomeh; Marco Turchi; Guillaume Wisniewski; Alexandre Allauzen; François Yvon (IWSLT, 2011)

Estimation d'un modèle de traduction à partir d'alignements mot-à-mot non-déterministes (Estimating a translation model from non-deterministic word-to-word alignments). - Nadi Tomeh; Alexandre Allauzen; François Yvon (TALN (Articles longs), 2011)

LIMSI @ WMT11. - Alexandre Allauzen; Hélène Bonneau-Maynard; Hai Son Le; Aurélien Max; Guillaume Wisniewski; François Yvon; Gilles Adda; Josep Maria Crego; Adrien Lardilleux; Thomas Lavergne; Artem Sokolov (WMT@EMNLP, 2011)

Joint WMT Submission of the QUAERO Project. - Markus Freitag; Gregor Leusch; Joern Wuebker; Stephan Peitz; Hermann Ney; Teresa Herrmann; Jan Niehues; Alex Waibel; Alexandre Allauzen; Gilles Adda; Josep Maria Crego; Bianka Buschbeck; et al. (WMT@EMNLP, 2011)

From n-gram-based to CRF-based Translation Models. - Thomas Lavergne; Alexandre Allauzen; Josep Maria Crego; François Yvon (WMT@EMNLP, 2011)

Designing an Improved Discriminative Word Aligner. - Nadi Tomeh; Alexandre Allauzen; Thomas Lavergne; François Yvon (Int. J. Comput. Linguistics Appl., 2011)

Statistical Methods for Machine Translation. - Alexandre Allauzen; François Yvon (Textual Information Access: Statistical Models, 2012)

Continuous Space Translation Models with Neural Networks. - Hai Son Le; Alexandre Allauzen; François Yvon (HLT-NAACL, 2012)

Measuring the Influence of Long Range Dependencies with Neural Network Language Models. - Hai Son Le; Alexandre Allauzen; François Yvon (WLM@NAACL-HLT, 2012)

Joint WMT 2012 Submission of the QUAERO Project. - Markus Freitag; Stephan Peitz; Matthias Huck; Hermann Ney; Jan Niehues; Teresa Herrmann; Alex Waibel; Hai Son Le; Thomas Lavergne; Alexandre Allauzen; Bianka Buschbeck; Josep Maria Crego; et al. (WMT@NAACL-HLT, 2012)

LIMSI @ WMT12. - Hai Son Le; Thomas Lavergne; Alexandre Allauzen; Marianna Apidianaki; Li Gong; Aurélien Max; Artem Sokolov; Guillaume Wisniewski; François Yvon (WMT@NAACL-HLT, 2012)

Structure learning in hidden conditional random fields for grapheme-to-phoneme conversion. - Patrick Lehnen; Alexandre Allauzen; Thomas Lavergne; François Yvon; Stefan Hahn; Hermann Ney (INTERSPEECH, 2013)

A fully discriminative training framework for Statistical Machine Translation (Un cadre d'apprentissage intégralement discriminant pour la traduction statistique) [in French]. - Thomas Lavergne; Alexandre Allauzen; François Yvon (TALN (1), 2013)

LIMSI @ WMT13. - Alexandre Allauzen; Nicolas Pécheux; Quoc-Khanh Do; Marco Dinarelli; Thomas Lavergne; Aurélien Max; Hai Son Le; François Yvon (WMT@ACL, 2013)

Joint WMT 2013 Submission of the QUAERO Project. - Stephan Peitz; Saab Mansour; Matthias Huck; Markus Freitag; Hermann Ney; Eunah Cho; Teresa Herrmann; Mohammed Mediani; Jan Niehues; Alex Waibel; Alexandre Allauzen; Quoc-Khanh Do; et al. (WMT@ACL, 2013)

Structured Output Layer Neural Network Language Models for Speech Recognition. - Hai Son Le; Ilya Oparin; Alexandre Allauzen; Jean-Luc Gauvain; François Yvon (IEEE Trans. Speech Audio Process., 2013)

Combining techniques from different NN-based language models for machine translation. - Jan Niehues; Alexander Allauzen; François Yvon; Alex Waibel (AMTA, 2014)

Discriminative adaptation of continuous space translation models. - Quoc-Khanh Do; Alexandre Allauzen; François Yvon (IWSLT, 2014)

LIMSI English-French speech translation system. - Natalia Segal; Hélène Bonneau-Maynard; Quoc-Khanh Do; Alexandre Allauzen; Jean-Luc Gauvain; Lori Lamel; François Yvon (IWSLT (Evaluation Campaign), 2014)

Rule-based Reordering Space in Statistical Machine Translation. - Nicolas Pécheux; Alexandre Allauzen; François Yvon (LREC, 2014)

"Sheldon speaking, Bonjour!": Leveraging Multilingual Tracks for (Weakly) Supervised Speaker Identification. - Hervé Bredin; Anindya Roy; Nicolas Pécheux; Alexandre Allauzen (ACM Multimedia, 2014)

Comparison of scheduling methods for the learning rate of neural network language models (Modèles de langue neuronaux: une comparaison de plusieurs stratégies d'apprentissage) [in French]. - Quoc-Khanh Do; Alexandre Allauzen; François Yvon (TALN (1), 2014)

Cross-Lingual POS Tagging through Ambiguous Learning: First Experiments (Apprentissage partiellement supervisé d'un étiqueteur morpho-syntaxique par transfert cross-lingue) [in French]. - Guillaume Wisniewski; Nicolas Pécheux; Elena Knyazeva; Alexandre Allauzen; François Yvon (TALN (1), 2014)

The KIT-LIMSI Translation System for WMT 2014. - Quoc-Khanh Do; Teresa Herrmann; Jan Niehues; Alexandre Allauzen; François Yvon; Alex Waibel (WMT@ACL, 2014)

LIMSI $@$ WMT'14 Medical Translation Task. - Nicolas Pécheux; Li Gong; Quoc-Khanh Do; Benjamin Marie; Yulia Ivanishcheva; Alexandre Allauzen; Thomas Lavergne; Jan Niehues; Aurélien Max; François Yvon (WMT@ACL, 2014)

LIMSI Submission for WMT'14 QE Task. - Guillaume Wisniewski; Nicolas Pécheux; Alexandre Allauzen; François Yvon (WMT@ACL, 2014)

Maximum-entropy word alignment and posterior-based phrase extraction for machine translation. - Nadi Tomeh; Alexandre Allauzen; François Yvon (Mach. Transl., 2014)

Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality. - Alexandre Allauzen; Edward Grefenstette; Karl Moritz Hermann; Hugo Larochelle; Scott Wen-tau Yih (CVSC, 2015)

A Discriminative Training Procedure for Continuous Translation Models. - Quoc-Khanh Do; Alexandre Allauzen; François Yvon (EMNLP, 2015)

Non-lexical neural architecture for fine-grained POS Tagging. - Matthieu Labeau; Kevin Löser; Alexandre Allauzen (EMNLP, 2015)

Apprentissage discriminant des modèles continus de traduction. - Quoc-Khanh Do; Alexandre Allauzen; François Yvon (TALN (long papers), 2015)

Oublier ce qu'on sait, pour mieux apprendre ce qu'on ne sait pas : une étude sur les contraintes de type dans les modèles CRF. - Nicolas Pécheux; Alexandre Allauzen; Thomas Lavergne; Guillaume Wisniewski; François Yvon (TALN (long papers), 2015)

The KIT-LIMSI Translation System for WMT 2015. - Thanh-Le Ha; Quoc-Khanh Do; Eunah Cho; Jan Niehues; Alexandre Allauzen; François Yvon; Alex Waibel (WMT@EMNLP, 2015)

LIMSI$@$WMT'15 : Translation Task. - Benjamin Marie; Alexandre Allauzen; Franck Burlot; Quoc-Khanh Do; Julia Ive; Elena Knyazeva; Matthieu Labeau; Thomas Lavergne; Kevin Löser; Nicolas Pécheux; François Yvon (WMT@EMNLP, 2015)

ListNet-based MT Rescoring. - Jan Niehues; Quoc-Khanh Do; Alexandre Allauzen; Alex Waibel (WMT@EMNLP, 2015)

Preliminary Experiments on Unsupervised Word Discovery in Mboshi. - Pierre Godard; Gilles Adda; Martine Adda-Decker; Alexandre Allauzen; Laurent Besacier; Hélène Bonneau-Maynard; Guy-Noël Kouarata; Kevin Löser; Annie Rialland; François Yvon (INTERSPEECH, 2016)

LIMSI@IWSLT'16: MT Track. - Franck Burlot; Matthieu Labeau; Elena Knyazeva; Thomas Lavergne; Alexandre Allauzen; François Yvon (IWSLT, 2016)

Une méthode non-supervisée pour la segmentation morphologique et l'apprentissage de morphotactique à l'aide de processus de Pitman-Yor (An unsupervised method for joint morphological segmentation and morphotactics learning using Pitman-Yor processes). - Kevin Löser; Alexandre Allauzen (JEP-TALN-RECITAL (2), 2016)

LIMSI$@$WMT'16: Machine Translation of News. - Alexandre Allauzen; Lauriane Aufrant; Franck Burlot; Ophélie Lacroix; Elena Knyazeva; Thomas Lavergne; Guillaume Wisniewski; François Yvon (WMT, 2016)

The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2016. - Thanh-Le Ha; Eunah Cho; Jan Niehues; Mohammed Mediani; Matthias Sperber; Alexandre Allauzen; Alexander Waibel (WMT, 2016)

The QT21/HimL Combined Machine Translation System. - Jan-Thorsten Peter; Tamer Alkhouli; Hermann Ney; Matthias Huck; Fabienne Braune; Alexander M. Fraser; Ales Tamchyna; Ondrej Bojar; Barry Haddow; Rico Sennrich; Frédéric Blain; Lucia Specia; et al. (WMT, 2016)

Reordering space design in statistical machine translation. - Nicolas Pécheux; Alexandre Allauzen; Jan Niehues; François Yvon (Lang. Resour. Evaluation, 2016)

Apprentissage discriminant de modèles neuronaux pour la traduction automatique. - Quoc-Khanh Do; Alexandre Allauzen; François Yvon (Trait. Autom. des Langues, 2016)

An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters. - Matthieu Labeau; Alexandre Allauzen (EACL (2), 2017)

Character and Subword-Based Word Representation for Neural Language Modeling Prediction. - Matthieu Labeau; Alexandre Allauzen (SWCN@EMNLP, 2017)

Adaptation au domaine pour l'analyse morpho-syntaxique (Domain Adaptation for PoS tagging). - Éléonore Bartenlian; Margot Lacour; Matthieu Labeau; Alexandre Allauzen; Guillaume Wisniewski; François Yvon (TALN (2), 2017)

Représentations continues dérivées des caractères pour un modèle de langue neuronal à vocabulaire ouvert (Opening the vocabulary of neural language models with character-level word representations). - Matthieu Labeau; Alexandre Allauzen (TALN, 2017)

LIMSI$@$WMT'17. - Franck Burlot; Pooyan Safari; Matthieu Labeau; Alexandre Allauzen; François Yvon (WMT, 2017)

Introduction to the special issue on deep learning approaches for machine translation. - Marta R. Costa-jussà; Alexandre Allauzen; Loïc Barrault; Kyunghyun Cho; Holger Schwenk (Comput. Speech Lang., 2017)

Document Neural Autoregressive Distribution Estimation. - Stanislas Lauly; Yin Zheng; Alexandre Allauzen; Hugo Larochelle (J. Mach. Learn. Res., 2017)

A comparison of discriminative training criteria for continuous space translation models. - Alexandre Allauzen; Quoc-Khanh Do; François Yvon (Mach. Transl., 2017)

Unsupervised Learning of Word Segmentation: Does Tone Matter? - Pierre Godard; Kevin Löser; Alexandre Allauzen; Laurent Besacier; François Yvon (CICLing (1), 2018)

Learning with Noise-Contrastive Estimation: Easing training by learning to scale. - Matthieu Labeau; Alexandre Allauzen (COLING, 2018)

Algorithmes à base d'échantillonage pour l'entraînement de modèles de langue neuronaux (Here the title in English). - Matthieu Labeau; Alexandre Allauzen (CORIA-TALN-RJC (TALN 2), 2018)

A comparative study of word embeddings and other features for lexical complexity detection in French. - Aina Garí Soler; Marianna Apidianaki; Alexandre Allauzen (CORIA-TALN-RJC (TALN 2), 2018)

Empirical Study of Diachronic Word Embeddings for Scarce Data. - Syrielle Montariol; Alexandre Allauzen (RANLP, 2019)

LIMSI-MULTISEM at the IJCAI SemDeep-5 WiC Challenge: Context Representations for Word Usage Similarity Estimation. - Aina Garí Soler; Marianna Apidianaki; Alexandre Allauzen (SemDeep@IJCAI, 2019)

Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes. - Aina Garí Soler; Marianna Apidianaki; Alexandre Allauzen (*SEM@NAACL-HLT, 2019)

Apprentissage de plongements de mots dynamiques avec régularisation de la dérive (Learning dynamic word embeddings with drift regularisation). - Syrielle Montariol; Alexandre Allauzen (PFIA (Articles longs), 2019)

Exploring sentence informativeness. - Syrielle Montariol; Aina Garí Soler; Alexandre Allauzen (PFIA (Articles courts), 2019)

Learning dynamic word embeddings with drift regularisation. - Syrielle Montariol; Alexandre Allauzen (CoRR, 2019)

Towards Recognizing Phrase Translation Processes: Experiments on English-French. - Yuming Zhai; Pooyan Safari; Gabriel Illouz; Alexandre Allauzen; Anne Vilnat (POLIBITS, 2019)

FlauBERT: Unsupervised Language Model Pre-training for French. - Hang Le 001; Loïc Vial; Jibril Frej; Vincent Segonne; Maximin Coavoux; Benjamin Lecouteux; Alexandre Allauzen; Benoît Crabbé; Laurent Besacier; Didier Schwab (LREC, 2020)

FlauBERT : des modèles de langue contextualisés pré-entraînés pour le français (FlauBERT : Unsupervised Language Model Pre-training for French). - Hang Le 001; Loïc Vial; Jibril Frej; Vincent Segonne; Maximin Coavoux; Benjamin Lecouteux; Alexandre Allauzen; Benoît Crabbé; Laurent Besacier; Didier Schwab (JEP-TALN-RECITAL (2), 2020)

Étude des variations sémantiques à travers plusieurs dimensions (Studying semantic variations through several dimensions ). - Syrielle Montariol; Alexandre Allauzen (JEP-TALN-RECITAL (2), 2020)

Measure and Evaluation of Semantic Divergence across Two Languages. - Syrielle Montariol; Alexandre Allauzen (ACL/IJCNLP (1), 2021)

État de l'art du changement sémantique à partir de plongements contextualisés. - Syrielle Montariol; Alexandre Allauzen; Antoine Doucet (CORIA, 2021)

LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. - Solène Evain; Ha Nguyen; Hang Le 001; Marcely Zanon Boito; Salima Mdhaffar; Sina Alisamir; Ziyi Tong; Natalia A. Tomashenko; Marco Dinarelli; Titouan Parcollet; Alexandre Allauzen; Yannick Estève; et al. (Interspeech, 2021)

Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. - Solène Evain; Ha Nguyen; Hang Le 001; Marcely Zanon Boito; Salima Mdhaffar; Sina Alisamir; Ziyi Tong; Natalia A. Tomashenko; Marco Dinarelli; Titouan Parcollet; Alexandre Allauzen; Yannick Estève; et al. (NeurIPS Datasets and Benchmarks, 2021)

Transport Optimal pour le Changement Sémantique à partir de Plongements Contextualisés (Optimal Transport for Semantic Change Detection using Contextualised Embeddings ). - Syrielle Montariol; Alexandre Allauzen (TALN (1), 2021)

LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. - Solène Evain; Ha Nguyen; Hang Le 001; Marcely Zanon Boito; Salima Mdhaffar; Sina Alisamir; Ziyi Tong; Natalia A. Tomashenko; Marco Dinarelli; Titouan Parcollet; Alexandre Allauzen; Yannick Estève; et al. (CoRR, 2021)

Scalable Lipschitz Residual Networks with Convex Potential Flows. - Laurent Meunier; Blaise Delattre; Alexandre Araujo; Alexandre Allauzen (CoRR, 2021)

Leveraging the structure of dynamical systems for data-driven modeling. - Alessandro Bucci; Onofrio Semeraro; Alexandre Allauzen; Sergio Chibbaro; Lionel Mathelin (CoRR, 2021)

A Dynamical System Perspective for Lipschitz Neural Networks. - Laurent Meunier; Blaise Delattre; Alexandre Araujo; Alexandre Allauzen (ICML, 2022)

Enriching Contextualized Representations with Biomedical Ontologies: Extending KnowBert to UMLS. - Guilhem Piat; Nasredine Semmar; Alexandre Allauzen; Hassane Essafi; Julien Tourille (SAI (2), 2022)

Adapting without forgetting: KnowBert-UMLS. - Guilhem Piat; Nasredine Semmar; Alexandre Allauzen; Hassane Essafi; Gaël Bernard; Julien Tourille (WiMob, 2022)

Analytics on Non-Normalized Data Sources: More Learning, Rather Than More Cleaning. - Alexis Cvetkov-Iliev; Alexandre Allauzen; Gaël Varoquaux (IEEE Access, 2022)

Experimental study of Neural ODE training with adaptive solver for dynamical systems modeling. - Alexandre Allauzen; Thiago Petrilli Maffei Dardis; Hannah Plath (CoRR, 2022)

Employee salaries in Texas administrations. - Alexis Cvetkov-Iliev; Alexandre Allauzen; Gaël Varoquaux (IEEE DataPort, 2022)

What does KnowBert-UMLS forget? - Guilhem Piat; Nasredine Semmar; Julien Tourille; Alexandre Allauzen; Hassane Essafi (AICCSA, 2023)

A Unified Algebraic Perspective on Lipschitz Neural Networks. - Alexandre Araujo; Aaron J. Havens; Blaise Delattre; Alexandre Allauzen; Bin Hu 002 (ICLR, 2023)

Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration. - Blaise Delattre; Quentin Barthélemy; Alexandre Araujo; Alexandre Allauzen (ICML, 2023)

Intégration de connaissances structurées par synthèse de texte spécialisé. - Guilhem Piat; Ellington Kirby; Julien Tourille; Nasredine Semmar; Alexandre Allauzen; Hassane Essafi (CORIA-TALN (1), 2023)

Differentially Private Gradient Flow based on the Sliced Wasserstein Distance for Non-Parametric Generative Modeling. - Ilana Sebag; Muni Sreenivas Pydi; Jean-Yves Franceschi; Alain Rakotomamonjy; Mike Gartrell; Jamal Atif; Alexandre Allauzen (CoRR, 2023)

Relational data embeddings for feature enrichment with background information. - Alexis Cvetkov-Iliev; Alexandre Allauzen; Gaël Varoquaux (Mach. Learn., 2023)

Exploring Precision and Recall to assess the quality and diversity of LLMs. - Florian Le Bronnec; Alexandre Verine; Benjamin Négrevergne; Yann Chevaleyre; Alexandre Allauzen (ACL (1), 2024)

LOCOST: State-Space Models for Long Document Abstractive Summarization. - Florian Le Bronnec; Song Duong; Mathieu Ravaut; Alexandre Allauzen; Nancy F. Chen; Vincent Guigue; Alberto Lumbreras; Laure Soulier; Patrick Gallinari (EACL (1), 2024)

Chain and Causal Attention for Efficient Entity Tracking. - Erwan Fagnou; Paul Caillon; Blaise Delattre; Alexandre Allauzen (EMNLP, 2024)

The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing. - Blaise Delattre; Alexandre Araujo; Quentin Barthélemy; Alexandre Allauzen (ICLR, 2024)

LOCOST: Modèles Espace-État pour le Résumé Abstractif de Documents Longs. - Florian Le Bronnec; Song Duong; Alexandre Allauzen; Vincent Guigue; Alberto Lumbreras; Laure Soulier; Patrick Gallinari (TALN (2), 2024)

Spectral Norm of Convolutional Layers with Circular and Zero Paddings. - Blaise Delattre; Quentin Barthélemy; Alexandre Allauzen (CoRR, 2024)

LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. - Titouan Parcollet; Ha Nguyen; Solène Evain; Marcely Zanon Boito; Adrien Pupier; Salima Mdhaffar; Hang Le 001; Sina Alisamir; Natalia A. Tomashenko; Marco Dinarelli; Shucong Zhang; Alexandre Allauzen; et al. (Comput. Speech Lang., 2024)

Bridging the Theoretical Gap in Randomized Smoothing. - Blaise Delattre; Paul Caillon; Quentin Barthélemy; Erwan Fagnou; Alexandre Allauzen (AISTATS, 2025)

SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation. - Song Duong; Florian Le Bronnec; Alexandre Allauzen; Vincent Guigue; Alberto Lumbreras; Laure Soulier; Patrick Gallinari (ICLR, 2025)

Accelerated training through iterative gradient propagation along the residual path. - Erwan Fagnou; Paul Caillon; Blaise Delattre; Alexandre Allauzen (ICLR, 2025)

Differentially Private Gradient Flow based on the Sliced Wasserstein Distance. - Ilana Sebag; Muni Sreenivas Pydi; Jean-Yves Franceschi; Alain Rakotomamonjy; Mike Gartrell; Jamal Atif; Alexandre Allauzen (Trans. Mach. Learn. Res., 2025)

Conditional Distribution Quantization in Machine Learning. - Blaise Delattre; Sylvain Delattre; Alexandre Verine; Alexandre Allauzen (CoRR, 2025)

Fast Training of Recurrent Neural Networks with Stationary State Feedbacks. - Paul Caillon; Erwan Fagnou; Alexandre Allauzen (CoRR, 2025)

Linear Attention with Global Context: A Multipole Attention Mechanism for Vision and Physics. - Alex Colagrande; Paul Caillon; Eva Feillet; Alexandre Allauzen (CoRR, 2025)