Ubiquitous Usage of a French Large Corpus: Processing the Est Republicain Corpus

Abstract : In this paper, we introduce a set of resources that we have derived from the EST RÉPUBLICAIN CORPUS, a large, freely-available collection of regional newspaper articles in French, totaling 150 million words. Our resources are the result of a full NLP treatment of the EST RÉPUBLICAIN CORPUS: handling of multi-word expressions, lemmatization, part-of-speech tagging, and syntactic parsing. Processing of the corpus is carried out using statistical machine-learning approaches - joint model of data driven lemmatization and part- of-speech tagging, PCFG-LA and dependency based models for parsing - that have been shown to achieve state-of-the-art performance when evaluated on the French Treebank. Our derived resources are made freely available, and released according to the original Creative Common license for the EST RÉPUBLICAIN CORPUS. We additionally provide an overview of the use of these resources in vari- ous applications, in particular the use of generated word clusters from the corpus to alleviate lexical data sparseness for statistical parsing.
Type de document :
Communication dans un congrès
LREC 2012 - The eighth international conference on Language Resources and Evaluation, May 2012, Istambul, Turkey. 2012, 〈http://www.lrec-conf.org/proceedings/lrec2012/pdf/1130_Paper.pdf〉
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https://hal.inria.fr/hal-00780899
Contributeur : Djamé Seddah <>
Soumis le : vendredi 25 janvier 2013 - 02:04:23
Dernière modification le : vendredi 31 août 2018 - 09:24:04

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  • HAL Id : hal-00780899, version 1

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Djamé Seddah, Marie Candito, Benoît Crabbé, Henestroza Anguiano Enrique. Ubiquitous Usage of a French Large Corpus: Processing the Est Republicain Corpus. LREC 2012 - The eighth international conference on Language Resources and Evaluation, May 2012, Istambul, Turkey. 2012, 〈http://www.lrec-conf.org/proceedings/lrec2012/pdf/1130_Paper.pdf〉. 〈hal-00780899〉

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