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Leveraging the structure of dynamical systems for data-driven modeling


Dec 15, 2021
Alessandro Bucci, Onofrio Semeraro, Alexandre Allauzen, Sergio Chibbaro, Lionel Mathelin


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Scalable Lipschitz Residual Networks with Convex Potential Flows


Oct 25, 2021
Laurent Meunier, Blaise Delattre, Alexandre Araujo, Alexandre Allauzen


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LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech


Apr 23, 2021
Solene Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Esteve, Benjamin Lecouteux, Francois Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier

* Submitted to Interspeech 2021 

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FlauBERT: Unsupervised Language Model Pre-training for French


Jan 09, 2020
Hang Le, Loïc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benoît Crabbé, Laurent Besacier, Didier Schwab

* Additional references 

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Empirical Study of Diachronic Word Embeddings for Scarce Data


Sep 04, 2019
Syrielle Montariol, Alexandre Allauzen

* RANLP 2019 
* 7 pages 

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Exploring sentence informativeness


Jul 22, 2019
Syrielle Montariol, Aina Garí Soler, Alexandre Allauzen

* Published at TALN 2019 

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Learning dynamic word embeddings with drift regularisation


Jul 22, 2019
Syrielle Montariol, Alexandre Allauzen

* Published at TALN 2019. in French 

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Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes


May 20, 2019
Aina Garí Soler, Marianna Apidianaki, Alexandre Allauzen

* *SEM 2019 

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