752 citations · 834 across the 5 of their papers we have counts for
4 papers · 1 filter
A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages
Pedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot
We use the multilingual OSCAR corpus, extracted from Common Crawl via language classification, filtering and cleaning, to train monolingual contextualized word embeddings (ELMo) fo…
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…
International Standard for a Linguistic Annotation Framework
Laurent Romary, Nancy Ide
This paper describes the Linguistic Annotation Framework under development within ISO TC37 SC4 WG1. The Linguistic Annotation Framework is intended to serve as a basis for harmoniz…