3 citations · 3 across the 2 of their papers we have counts for
4 papers
Establishing a New State-of-the-Art for French Named Entity Recognition
Pedro Javier Ortiz Suárez, Yoann Dupont, Benjamin Muller +2
The French TreeBank developed at the University Paris 7 is the main source of morphosyntactic and syntactic annotations for French. However, it does not include explicit informatio…
CamemBERT: a Tasty French Language Model
Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez +5
Pretrained language models are now ubiquitous in Natural Language Processing. Despite their success, most available models have either been trained on English data or on the concat…
Effective Spoken Language Labeling with Deep Recurrent Neural Networks
Marco Dinarelli, Yoann Dupont, Isabelle Tellier
Understanding spoken language is a highly complex problem, which can be decomposed into several simpler tasks. In this paper, we focus on Spoken Language Understanding (SLU), the m…
Label-Dependencies Aware Recurrent Neural Networks
Yoann Dupont, Marco Dinarelli, Isabelle Tellier
In the last few years, Recurrent Neural Networks (RNNs) have proved effective on several NLP tasks. Despite such great success, their ability to model \emph{sequence labeling} is s…