Le corpus NLP4NLP pour l'analyse bibliométrique de 50 années de recherches en traitement automatique de la parole et du langage naturel
Résumé
We have created the NLP4NLP corpus to study the content of scientific publications in speech and natural language processing. It contains articles published in 34 major conferences and journals in this field over a period of 50 years (1965-2015), comprising 65,000 documents, gathering 50,000 authors, including 325,000 references and representing approximately 270 million words. We have conducted various studies on this data: evolution over time of the number of articles and authors, collaborations between authors, citations between papers and authors, evolution of research topics and identification of the authors who introduced them, detection of innovations and epistemological ruptures, use of language resources, reuse of articles and plagiarism, all this in the context of a global or comparative analysis between sources.