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1
Lemmatiser des textes et corriger l'annotation grâcè a l'apprentissage profond avec Pyrrha
In: Humanistica 2021 ; https://hal.archives-ouvertes.fr/hal-03224112 ; Humanistica 2021, May 2021, Rennes, France (2021)
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2
Corpus and Models for Lemmatisation and POS-tagging of Classical French Theatre
In: EISSN: 2416-5999 ; Journal of Data Mining and Digital Humanities ; https://halshs.archives-ouvertes.fr/halshs-02591388 ; Journal of Data Mining and Digital Humanities, Episciences.org, 2021, ⟨10.46298/jdmdh.6485⟩ (2021)
Abstract: International audience ; This paper describes the process of building an annotated corpus and training models for classical French literature, with a focus on theatre, and particularly comedies in verse. It was originally developed as a preliminary step to the stylometric analyses presented in Cafiero and Camps [2019]. The use of a recent lemmatiser based on neural networks and a CRF tagger allows to achieve accuracies beyond the current state-of-the art on the in-domain test, and proves to be robust during out-of-domain tests, i.e.up to 20th c.novels.
Keyword: 17th c. French; 17th century French; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; [SHS.LITT]Humanities and Social Sciences/Literature; Classical theatre; Lemmatisation; POS tagging
URL: https://doi.org/10.46298/jdmdh.6485
https://halshs.archives-ouvertes.fr/halshs-02591388
https://halshs.archives-ouvertes.fr/halshs-02591388v2/file/Corpus_models_Classical_French_v2.pdf
https://halshs.archives-ouvertes.fr/halshs-02591388v2/document
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Guidelines for linguistic annotation of modern French (16th-18th c.) ; Manuel d'annotation linguistique pour le français moderne (XVIe -XVIIIe siècles)
In: https://hal.archives-ouvertes.fr/hal-02571190 ; 2020 (2020)
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