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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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Towards Recognizing Phrase Translation Processes: Experiments on English-French

Apr 27, 2019
Yuming Zhai, Pooyan Safari, Gabriel Illouz, Alexandre Allauzen, Anne Vilnat

* 12 pages, preprint version accepted to the conference CICLING 2019 

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Document Neural Autoregressive Distribution Estimation

Mar 18, 2016
Stanislas Lauly, Yin Zheng, Alexandre Allauzen, Hugo Larochelle

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