Alexandre Allauzen

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 65

Top Venues

Publications

Blaise Delattre, Alexandre Araujo, Quentin Barthélemy, Alexandre Allauzen
The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing. ICLR (2024)
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
LOCOST: State-Space Models for Long Document Abstractive Summarization. EACL (1) (2024)
Blaise Delattre, Quentin Barthélemy, Alexandre Allauzen
Spectral Norm of Convolutional Layers with Circular and Zero Paddings. CoRR (2024)
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. Comput. Speech Lang. 86 (2024)
Florian Le Bronnec, Alexandre Verine, Benjamin Négrevergne, Yann Chevaleyre, Alexandre Allauzen
Exploring Precision and Recall to assess the quality and diversity of LLMs. ACL (1) (2024)
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
LOCOST: State-Space Models for Long Document Abstractive Summarization. CoRR (2024)
Guilhem Piat, Nasredine Semmar, Julien Tourille, Alexandre Allauzen, Hassane Essafi
What does KnowBert-UMLS forget? AICCSA (2023)
Alexandre Araujo, Aaron Havens, Blaise Delattre, Alexandre Allauzen, Bin Hu
A Unified Algebraic Perspective on Lipschitz Neural Networks. CoRR (2023)
Blaise Delattre, Quentin Barthélemy, Alexandre Araujo, Alexandre Allauzen
Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration. CoRR (2023)
Alexandre Araujo, Aaron J. Havens, Blaise Delattre, Alexandre Allauzen, Bin Hu
A Unified Algebraic Perspective on Lipschitz Neural Networks. ICLR (2023)
Guilhem Piat, Ellington Kirby, Julien Tourille, Nasredine Semmar, Alexandre Allauzen, Hassane Essafi
Intégration de connaissances structurées par synthèse de texte spécialisé. CORIA-TALN (1) (2023)
Ilana Sebag, Muni Sreenivas Pydi, Jean-Yves Franceschi, Alain Rakotomamonjy, Mike Gartrell, Jamal Atif, Alexandre Allauzen
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance for Non-Parametric Generative Modeling. CoRR (2023)
Blaise Delattre, Alexandre Araujo, Quentin Barthélemy, Alexandre Allauzen
The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing. CoRR (2023)
Alexis Cvetkov-Iliev, Alexandre Allauzen, Gaël Varoquaux
Relational data embeddings for feature enrichment with background information. Mach. Learn. 112 (2) (2023)
Blaise Delattre, Quentin Barthélemy, Alexandre Araujo, Alexandre Allauzen
Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration. ICML (2023)
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech. CoRR (2023)
Guilhem Piat, Nasredine Semmar, Alexandre Allauzen, Hassane Essafi, Julien Tourille
Enriching Contextualized Representations with Biomedical Ontologies: Extending KnowBert to UMLS. SAI (2) (2022)
Guilhem Piat, Nasredine Semmar, Alexandre Allauzen, Hassane Essafi, Gaël Bernard, Julien Tourille
Adapting without forgetting: KnowBert-UMLS. WiMob (2022)
Alexis Cvetkov-Iliev, Alexandre Allauzen, Gaël Varoquaux
Analytics on Non-Normalized Data Sources: More Learning, Rather Than More Cleaning. IEEE Access 10 (2022)
Alexandre Allauzen, Thiago Petrilli Maffei Dardis, Hannah Plath
Experimental study of Neural ODE training with adaptive solver for dynamical systems modeling. CoRR (2022)
Laurent Meunier, Blaise Delattre, Alexandre Araujo, Alexandre Allauzen
A Dynamical System Perspective for Lipschitz Neural Networks. ICML (2022)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. NeurIPS Datasets and Benchmarks (2021)
Syrielle Montariol, Alexandre Allauzen
Transport Optimal pour le Changement Sémantique à partir de Plongements Contextualisés (Optimal Transport for Semantic Change Detection using Contextualised Embeddings ). TALN (1) (2021)
Syrielle Montariol, Alexandre Allauzen
Measure and Evaluation of Semantic Divergence across Two Languages. ACL/IJCNLP (1) (2021)
Laurent Meunier, Blaise Delattre, Alexandre Araujo, Alexandre Allauzen
Scalable Lipschitz Residual Networks with Convex Potential Flows. CoRR (2021)
Syrielle Montariol, Alexandre Allauzen, Antoine Doucet
État de l'art du changement sémantique à partir de plongements contextualisés. CORIA (2021)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. CoRR (2021)
Alessandro Bucci, Onofrio Semeraro, Alexandre Allauzen, Sergio Chibbaro, Lionel Mathelin
Leveraging the structure of dynamical systems for data-driven modeling. CoRR (2021)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. Interspeech (2021)
Hang Le, Loïc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benoît Crabbé, Laurent Besacier, Didier Schwab
FlauBERT : des modèles de langue contextualisés pré-entraînés pour le français (FlauBERT : Unsupervised Language Model Pre-training for French). JEP-TALN-RECITAL (2) (2020)
Hang Le, Loïc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benoît Crabbé, Laurent Besacier, Didier Schwab
FlauBERT: Unsupervised Language Model Pre-training for French. LREC (2020)
Syrielle Montariol, Alexandre Allauzen
Étude des variations sémantiques à travers plusieurs dimensions (Studying semantic variations through several dimensions ). JEP-TALN-RECITAL (2) (2020)
Syrielle Montariol, Aina Garí Soler, Alexandre Allauzen
Exploring sentence informativeness. CoRR (2019)
Syrielle Montariol, Alexandre Allauzen
Apprentissage de plongements de mots dynamiques avec régularisation de la dérive (Learning dynamic word embeddings with drift regularisation). PFIA (Articles longs) (2019)
Aina Garí Soler, Marianna Apidianaki, Alexandre Allauzen
Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes. CoRR (2019)
Syrielle Montariol, Alexandre Allauzen
Empirical Study of Diachronic Word Embeddings for Scarce Data. RANLP (2019)
Yuming Zhai, Pooyan Safari, Gabriel Illouz, Alexandre Allauzen, Anne Vilnat
Towards Recognizing Phrase Translation Processes: Experiments on English-French. POLIBITS 60 (2019)
Aina Garí Soler, Marianna Apidianaki, Alexandre Allauzen
LIMSI-MULTISEM at the IJCAI SemDeep-5 WiC Challenge: Context Representations for Word Usage Similarity Estimation. SemDeep@IJCAI (2019)
Aina Garí Soler, Marianna Apidianaki, Alexandre Allauzen
Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes. *SEM@NAACL-HLT (2019)
Syrielle Montariol, Aina Garí Soler, Alexandre Allauzen
Exploring sentence informativeness. PFIA (Articles courts) (2019)
Syrielle Montariol, Alexandre Allauzen
Learning dynamic word embeddings with drift regularisation. CoRR (2019)
Yuming Zhai, Pooyan Safari, Gabriel Illouz, Alexandre Allauzen, Anne Vilnat
Towards Recognizing Phrase Translation Processes: Experiments on English-French. CoRR (2019)
Syrielle Montariol, Alexandre Allauzen
Empirical Study of Diachronic Word Embeddings for Scarce Data. CoRR (2019)
Hang Le, Loïc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benoît Crabbé, Laurent Besacier, Didier Schwab
FlauBERT: Unsupervised Language Model Pre-training for French. CoRR (2019)
Matthieu Labeau, Alexandre Allauzen
Algorithmes à base d'échantillonage pour l'entraînement de modèles de langue neuronaux (Here the title in English). CORIA-TALN-RJC (TALN 2) (2018)
Aina Garí Soler, Marianna Apidianaki, Alexandre Allauzen
A comparative study of word embeddings and other features for lexical complexity detection in French. CORIA-TALN-RJC (TALN 2) (2018)
Matthieu Labeau, Alexandre Allauzen
Learning with Noise-Contrastive Estimation: Easing training by learning to scale. COLING (2018)
Pierre Godard, Kevin Löser, Alexandre Allauzen, Laurent Besacier, François Yvon
Unsupervised Learning of Word Segmentation: Does Tone Matter? CICLing (1) (2018)
Marta R. Costa-jussà, Alexandre Allauzen, Loïc Barrault, Kyunghyun Cho, Holger Schwenk
Introduction to the special issue on deep learning approaches for machine translation. Comput. Speech Lang. 46 (2017)
Matthieu Labeau, Alexandre Allauzen
An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters. EACL (2) (2017)
Matthieu Labeau, Alexandre Allauzen
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). TALN (2017)
Franck Burlot, Pooyan Safari, Matthieu Labeau, Alexandre Allauzen, François Yvon
LIMSI$@$WMT'17. WMT (2017)
Éléonore Bartenlian, Margot Lacour, Matthieu Labeau, Alexandre Allauzen, Guillaume Wisniewski, François Yvon
Adaptation au domaine pour l'analyse morpho-syntaxique (Domain Adaptation for PoS tagging). TALN (2) (2017)
Stanislas Lauly, Yin Zheng, Alexandre Allauzen, Hugo Larochelle
Document Neural Autoregressive Distribution Estimation. J. Mach. Learn. Res. 18 (2017)
Matthieu Labeau, Alexandre Allauzen
Character and Subword-Based Word Representation for Neural Language Modeling Prediction. SWCN@EMNLP (2017)
Alexandre Allauzen, Quoc-Khanh Do, François Yvon
A comparison of discriminative training criteria for continuous space translation models. Mach. Transl. 31 (1-2) (2017)
Thanh-Le Ha, Eunah Cho, Jan Niehues, Mohammed Mediani, Matthias Sperber, Alexandre Allauzen, Alexander H. Waibel
The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2016. WMT (2016)
Franck Burlot, Matthieu Labeau, Elena Knyazeva, Thomas Lavergne, Alexandre Allauzen, François Yvon
LIMSI@IWSLT'16: MT Track. IWSLT (2016)
Pierre Godard, Gilles Adda, Martine Adda-Decker, Alexandre Allauzen, Laurent Besacier, Hélène Bonneau-Maynard, Guy-Noël Kouarata, Kevin Löser, Annie Rialland, François Yvon
Preliminary Experiments on Unsupervised Word Discovery in Mboshi. INTERSPEECH (2016)
Stanislas Lauly, Yin Zheng, Alexandre Allauzen, Hugo Larochelle
Document Neural Autoregressive Distribution Estimation. CoRR (2016)
Alexandre Allauzen, Lauriane Aufrant, Franck Burlot, Ophélie Lacroix, Elena Knyazeva, Thomas Lavergne, Guillaume Wisniewski, François Yvon
LIMSI$@$WMT'16: Machine Translation of News. WMT (2016)
Nicolas Pécheux, Alexandre Allauzen, Jan Niehues, François Yvon
Reordering space design in statistical machine translation. Lang. Resour. Evaluation 50 (2) (2016)
Quoc-Khanh Do, Alexandre Allauzen, François Yvon
Apprentissage discriminant de modèles neuronaux pour la traduction automatique. Trait. Autom. des Langues 57 (1) (2016)
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, Jan Niehues, Alex Waibel, Alexandre Allauzen, Lauriane Aufrant, Franck Burlot, Elena Knyazeva, Thomas Lavergne, François Yvon, Marcis Pinnis, Stella Frank
The QT21/HimL Combined Machine Translation System. WMT (2016)
Kevin Löser, Alexandre Allauzen
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). JEP-TALN-RECITAL (2) (2016)
Jan Niehues, Quoc-Khanh Do, Alexandre Allauzen, Alex Waibel
ListNet-based MT Rescoring. WMT@EMNLP (2015)
Benjamin Marie, Alexandre Allauzen, Franck Burlot, Quoc-Khanh Do, Julia Ive, Elena Knyazeva, Matthieu Labeau, Thomas Lavergne, Kevin Löser, Nicolas Pécheux, François Yvon
LIMSI$@$WMT'15 : Translation Task. WMT@EMNLP (2015)
Alexandre Allauzen, Edward Grefenstette, Karl Moritz Hermann, Hugo Larochelle, Scott Wen-tau Yih
Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality. CVSC (2015)
Quoc-Khanh Do, Alexandre Allauzen, François Yvon
A Discriminative Training Procedure for Continuous Translation Models. EMNLP (2015)
Quoc-Khanh Do, Alexandre Allauzen, François Yvon
Apprentissage discriminant des modèles continus de traduction. TALN (long papers) (2015)
Matthieu Labeau, Kevin Löser, Alexandre Allauzen
Non-lexical neural architecture for fine-grained POS Tagging. EMNLP (2015)
Thanh-Le Ha, Quoc-Khanh Do, Eunah Cho, Jan Niehues, Alexandre Allauzen, François Yvon, Alex Waibel
The KIT-LIMSI Translation System for WMT 2015. WMT@EMNLP (2015)
Nicolas Pécheux, Alexandre Allauzen, Thomas Lavergne, Guillaume Wisniewski, François Yvon
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. TALN (long papers) (2015)
Hervé Bredin, Anindya Roy, Nicolas Pécheux, Alexandre Allauzen
"Sheldon speaking, Bonjour!": Leveraging Multilingual Tracks for (Weakly) Supervised Speaker Identification. ACM Multimedia (2014)
Nadi Tomeh, Alexandre Allauzen, François Yvon
Maximum-entropy word alignment and posterior-based phrase extraction for machine translation. Mach. Transl. 28 (1) (2014)
Quoc-Khanh Do, Teresa Herrmann, Jan Niehues, Alexandre Allauzen, François Yvon, Alex Waibel
The KIT-LIMSI Translation System for WMT 2014. WMT@ACL (2014)
Quoc-Khanh Do, Alexandre Allauzen, François Yvon
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]. TALN (1) (2014)
Nicolas Pécheux, Alexandre Allauzen, François Yvon
Rule-based Reordering Space in Statistical Machine Translation. LREC (2014)
Nicolas Pécheux, Li Gong, Quoc-Khanh Do, Benjamin Marie, Yulia Ivanishcheva, Alexandre Allauzen, Thomas Lavergne, Jan Niehues, Aurélien Max, François Yvon
LIMSI $@$ WMT'14 Medical Translation Task. WMT@ACL (2014)
Guillaume Wisniewski, Nicolas Pécheux, Elena Knyazeva, Alexandre Allauzen, François Yvon
Cross-Lingual POS Tagging through Ambiguous Learning: First Experiments (Apprentissage partiellement supervisé d'un étiqueteur morpho-syntaxique par transfert cross-lingue) [in French]. TALN (1) (2014)
Guillaume Wisniewski, Nicolas Pécheux, Alexandre Allauzen, François Yvon
LIMSI Submission for WMT'14 QE Task. WMT@ACL (2014)
Natalia Segal, Hélène Bonneau-Maynard, Quoc-Khanh Do, Alexandre Allauzen, Jean-Luc Gauvain, Lori Lamel, François Yvon
LIMSI English-French speech translation system. IWSLT (Evaluation Campaign) (2014)
Quoc-Khanh Do, Alexandre Allauzen, François Yvon
Discriminative adaptation of continuous space translation models. IWSLT (2014)
Thomas Lavergne, Alexandre Allauzen, François Yvon
A fully discriminative training framework for Statistical Machine Translation (Un cadre d'apprentissage intégralement discriminant pour la traduction statistique) [in French]. TALN (1) (2013)
Hai Son Le, Ilya Oparin, Alexandre Allauzen, Jean-Luc Gauvain, François Yvon
Structured Output Layer Neural Network Language Models for Speech Recognition. IEEE Trans. Speech Audio Process. 21 (1) (2013)
Patrick Lehnen, Alexandre Allauzen, Thomas Lavergne, François Yvon, Stefan Hahn, Hermann Ney
Structure learning in hidden conditional random fields for grapheme-to-phoneme conversion. INTERSPEECH (2013)
Alexandre Allauzen, Nicolas Pécheux, Quoc-Khanh Do, Marco Dinarelli, Thomas Lavergne, Aurélien Max, Hai Son Le, François Yvon
LIMSI @ WMT13. WMT@ACL (2013)
Hai Son Le, Alexandre Allauzen, François Yvon
Measuring the Influence of Long Range Dependencies with Neural Network Language Models. WLM@NAACL-HLT (2012)
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, Jean Senellart
Joint WMT 2012 Submission of the QUAERO Project. WMT@NAACL-HLT (2012)
Hai Son Le, Alexandre Allauzen, François Yvon
Continuous Space Translation Models with Neural Networks. HLT-NAACL (2012)
Hai Son Le, Thomas Lavergne, Alexandre Allauzen, Marianna Apidianaki, Li Gong, Aurélien Max, Artem Sokolov, Guillaume Wisniewski, François Yvon
LIMSI @ WMT12. WMT@NAACL-HLT (2012)
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, Tonio Wandmacher, Jean Senellart
Joint WMT Submission of the QUAERO Project. WMT@EMNLP (2011)
Nadi Tomeh, Alexandre Allauzen, François Yvon
Discriminative Weighted Alignment Matrices For Statistical Machine Translation. EAMT (2011)
Thomas Lavergne, Alexandre Allauzen, Josep Maria Crego, François Yvon
From n-gram-based to CRF-based Translation Models. WMT@EMNLP (2011)
Hai Son Le, Ilya Oparin, Abdelkhalek Messaoudi, Alexandre Allauzen, Jean-Luc Gauvain, François Yvon
Large Vocabulary SOUL Neural Network Language Models. INTERSPEECH (2011)
Nadi Tomeh, Alexandre Allauzen, Thomas Lavergne, François Yvon
Designing an Improved Discriminative Word Aligner. Int. J. Comput. Linguistics Appl. 2 (1-2) (2011)
Nadi Tomeh, Alexandre Allauzen, François Yvon
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). TALN (Articles longs) (2011)
Albert Rilliard, Alexandre Allauzen, Philippe Boula de Mareüil
Using Dynamic Time Warping to Compute Prosodic Similarity Measures. INTERSPEECH (2011)
Hai Son Le, Ilya Oparin, Alexandre Allauzen, Jean-Luc Gauvain, François Yvon
Structured Output Layer neural network language model. ICASSP (2011)
Thomas Lavergne, Alexandre Allauzen, Hai Son Le, François Yvon
LIMSI's experiments in domain adaptation for IWSLT11. IWSLT (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alexandre Allauzen