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Automatic Language Modelling and ANAlysis & Computational Humanities (ALMAnaCH) (2)
Bawden, Rachel (2)
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Inria de Paris (2)
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria) (2)
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ANR-16-IDEX-0003,FUTURE,FUTURE(2016) (1)
ANR-18-CE38-0003,BASNUM,Numérisation et analyse du Dictionnaire universel de Basnage de Beauval: lexicographie et réseaux scientifiques(2018) (1)
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2022 (2)
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Hits 1 – 2 of 2
1
Automatic Normalisation of Early Modern French
Bawden, Rachel
;
Poinhos, Jonathan
;
Kogkitsidou, Eleni
;
Gambette, Philippe
;
Sagot, Benoît
;
Gabay, Simon
In: https://hal.inria.fr/hal-03540226 ; 2022 (2022)
Abstract:
Spelling normalisation is a useful step in the study and analysis of historical language texts, whether it is manual analysis by experts or automatic analysis using downstream natural language processing (NLP) tools. Not only does it help to homogenise the variable spelling that often exists in historical texts, but it also facilitates the use of off-the-shelf contemporary NLP tools, if contemporary spelling conventions are used for normalisation. We present FreEMnorm, a new benchmark for the normalisation of Early Modern French (from the 17th century) into contemporary French and provide a thorough comparison of three different normalisation methods: ABA, an alignment-based approach and MT-approaches, (both statistical and neural), including extensive parameter searching, which is often missing in the normalisation literature.
Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]
;
Digital Humanities
;
Historical
;
Machine Translation
;
Modern French
;
Normalisation
;
Spelling
URL:
https://hal.inria.fr/hal-03540226/document
https://doi.org/10.5281/zenodo.5865428
https://hal.inria.fr/hal-03540226
https://hal.inria.fr/hal-03540226/file/LREC_2022_ModFr_Normalisation-18.pdf
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2
From FreEM to D'AlemBERT ; From FreEM to D'AlemBERT: a Large Corpus and a Language Model for Early Modern French
Gabay, Simon
;
Ortiz Suarez, Pedro
;
Bartz, Alexandre
...
In: Proceedings of the 13th Language Resources and Evaluation Conference ; https://hal.inria.fr/hal-03596653 ; Proceedings of the 13th Language Resources and Evaluation Conference, European Language Resources Association, Jun 2022, Marseille, France (2022)
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