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Between History and Natural Language Processing: Study, Enrichment and Online Publication of French Parliamentary Debates of the Early Third Republic (1881-1899)
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In: ParlaCLARIN III at LREC2022 - Workshop on Creating, Enriching and Using Parliamentary Corpora ; https://hal.archives-ouvertes.fr/hal-03623351 ; ParlaCLARIN III at LREC2022 - Workshop on Creating, Enriching and Using Parliamentary Corpora, Jun 2022, Marseille, France ; https://www.clarin.eu/ParlaCLARIN-III (2022)
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Abstract:
International audience ; We present the AGODA (Analyse sémantique et Graphes relationnels pour l'Ouverture des Débats à l'Assemblée nationale) project, which aims to create a platform for consulting and exploring digitised French parliamentary debates (1881-1940) available in the digital library of the National Library of France. This project brings together historians and NLP specialists: parliamentary debates are indeed an essential source for French history of the contemporary period, but also for linguistics. This project therefore aims to produce a corpus of texts that can be easily exploited with computational methods, and that respect the TEI standard. Ancient parliamentary debates are also an excellent case study for the development and application of tools for publishing and exploring large historical corpora. In this paper, we present the steps necessary to produce such a corpus. We detail the processing and publication chain of these documents, in particular by mentioning the problems linked to the extraction of texts from digitised images. We also introduce the first analyses that we have carried out on this corpus with "bag-of-words" techniques not too sensitive to OCR quality (namely topic modelling and word embedding).
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-CY]Computer Science [cs]/Computers and Society [cs.CY]; [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; [SHS.HIST]Humanities and Social Sciences/History; France; OCR; Parliamentary debates; Third Republic; Topic modelling; Word embedding; XML-TEI
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URL: https://hal.archives-ouvertes.fr/hal-03623351/document
https://hal.archives-ouvertes.fr/hal-03623351
https://hal.archives-ouvertes.fr/hal-03623351/file/puren_bourgeois_pellet_vernus_agoda2022.pdf
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Research data management, a chance for Open Science. Methods and tutorials to create a Data Management Plan ( DMP)
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In: DARIAH's Humanities at Scale Winter School ; https://hal.inria.fr/hal-01416978 ; DARIAH's Humanities at Scale Winter School, Dariah; Humanities at Scale, Oct 2016, Prague, Czech Republic ; http://datacite.hypotheses.org/ (2016)
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A l’épreuve de l’hétérogénéité : données de recherche et interdisciplinarité ; A l’épreuve de l’hétérogénéité : données de recherche et interdisciplinarité: L'exemple du projet européen IPERION-CH
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In: DHnord 2016 - Humanités numériques: théories, débats, approches critiques ; https://hal.archives-ouvertes.fr/hal-01408951 ; DHnord 2016 - Humanités numériques: théories, débats, approches critiques, Maison Européenne des Sciences de l'Homme et de la Société Nov 2016, Lille, France ; https://www.meshs.fr/dhnord201160912174051_W_5,0_1440x900x1x1440x803x1_fr_int1___rwr______2____.php (2016)
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