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Lemmatiser des textes et corriger l'annotation grâcè a l'apprentissage profond avec Pyrrha
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In: Humanistica 2021 ; https://hal.archives-ouvertes.fr/hal-03224112 ; Humanistica 2021, May 2021, Rennes, France (2021)
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Standardizing linguistic data: method and tools for annotating (pre-orthographic) French ; Standardiser les données linguistiques: méthodes et outils pour l'annotation du français (pré-orthographique)
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In: Proceedings of the 2nd International Digital Tools & Uses Congress (DTUC '20) ; https://hal.archives-ouvertes.fr/hal-03018381 ; Proceedings of the 2nd International Digital Tools & Uses Congress (DTUC '20), Oct 2020, Hammamet, Tunisia. ⟨10.1145/3423603.3423996⟩ (2020)
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Abstract:
International audience ; With the development of big corpora of various periods, it becomes crucial to standardise linguistic annotation (e.g. lemmas, POS tags, morphological annotation) to increase the interoperability of the data produced, despite diachronic variations. In the present paper, we describe both methodologically (by proposing annotation principles) and technically (by creating the required training data and the relevant models) the production of a linguistic tagger for (early) modern French (16-18th c.), taking as much as possible into account already existing standards for contemporary and, especially, medieval French.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; [SHS.LITT]Humanities and Social Sciences/Literature; Etiquetage morpho-syntaxique; lemmatisation; linguistic annotation; POS-tagging; POStagging; pre-orthographic language
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URL: https://doi.org/10.1145/3423603.3423996
https://hal.archives-ouvertes.fr/hal-03018381/file/Lemmatisation.pdf
https://hal.archives-ouvertes.fr/hal-03018381/document
https://hal.archives-ouvertes.fr/hal-03018381
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