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Indigenous Language Revitalization: Success, Sustainability, and the Future of Human Culture
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In: Capstone Showcase (2022)
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Understanding the Learning Experiences of Highly Educated refugees from Iraq and Syria en route to Economic Integration in Luxembourg
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From FreEM to D'AlemBERT ; From FreEM to D'AlemBERT: a Large Corpus and a Language Model for Early Modern French
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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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Abstract:
8 pages, 2 figures, 4 tables ; International audience ; Language models for historical states of language are becoming increasingly important to allow the optimal digitisation and analysis of old textual sources. Because these historical states are at the same time more complex to process and more scarce in the corpora available, specific efforts are necessary to train natural language processing (NLP) tools adapted to the data. In this paper, we present our efforts to develop NLP tools for Early Modern French (historical French from the 16th to the 18th centuries). We present the FreEMmax corpus of Early Modern French and D'AlemBERT, a RoBERTa-based language model trained on FreEMmax. We evaluate the usefulness of D'AlemBERT by fine-tuning it on a part-of-speech tagging task, outperforming previous work on the test set. Importantly, we find evidence for the transfer learning capacity of the language model, since its performance on lesser-resourced time periods appears to have been boosted by the more resourced ones. We release D'AlemBERT and the open-sourced subpart of the FreEMmax corpus.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; Corpus creation; Création de corpus; Digital humanities; Early Modern French; Français classique; Humanités Numériques; Language modelling; Langues peu dotées; Less-resourced languages; Modèle de langue neuronal; Modélisation linguistique; Neural language representation models; Partie du discours; POS tagging
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URL: https://hal.inria.fr/hal-03596653
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An Overview of Indian Spoken Language Recognition from Machine Learning Perspective
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In: ISSN: 2375-4699 ; EISSN: 2375-4702 ; ACM Transactions on Asian and Low-Resource Language Information Processing ; https://hal.inria.fr/hal-03616853 ; ACM Transactions on Asian and Low-Resource Language Information Processing, ACM, In press, ⟨10.1145/3523179⟩ (2022)
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Language politics in international organisations ; Políticas lingüísticas en las organizaciones internacionales ; Politiques des langues dans les organisations internationales
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In: ISSN: 0243-6450 ; EISSN: 1960-6001 ; Mots: les langages du politique ; https://halshs.archives-ouvertes.fr/halshs-03639374 ; Mots: les langages du politique, ENS Éditions (Lyon), 2022, 2022 (128), pp.9-25. ⟨10.4000/mots.29160⟩ (2022)
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Areal Features in the Languages of South Iran: Focus on Balochi and Baskhardi
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In: Iranian Languages and Linguistics Lecture Series ; https://halshs.archives-ouvertes.fr/halshs-03622909 ; Iranian Languages and Linguistics Lecture Series, Erik Anonby; Arsalan Kahnemuyipour; Université de Toronto, Jan 2022, Toronto, Canada ; https://www.nmc.utoronto.ca/ (2022)
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Le nouveau vin, c’est quand ? Calendriers dans l’empire multiculturel arsacide
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In: Langues, territoires, identités. Diversité linguistique et culturelle ; https://halshs.archives-ouvertes.fr/halshs-03622921 ; Langues, territoires, identités. Diversité linguistique et culturelle, Anca Dan; Daniel Petit; ENS, Jan 2022, Paris, France ; http://www.archeo.ens.fr/Langues-territoires-identites (2022)
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Language identification, a tool for Corsican and for the evaluation of linguistic resources ; L'identification de langue, un outil au service du corse et de l'évaluation des ressources linguistiques
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In: Traitement Automatique des Langues ; https://hal.archives-ouvertes.fr/hal-03633290 ; Traitement Automatique des Langues, 2022, Diversité Linguistique, 62 (3), pp.13-37 ; https://www.atala.org/content/diversité-linguistique-linguistic-diversity-natural-language-processing (2022)
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Adopter une approche diachronique et contextualisante pour explorer le rapport à l’écrit : l’intérêt d’une prise en compte des répertoires langagiers et des environnements de socialisation.
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In: ISSN: 2706-6312 ; EISSN: 2708-0633 ; Akofena - Revue scientifique des Sciences du Langage, Lettres, Langues & Communication, ; https://hal.archives-ouvertes.fr/hal-03551355 ; Akofena - Revue scientifique des Sciences du Langage, Lettres, Langues & Communication, , L3DL-CI, Université Félix Houphouët-Boigny, 2022 (2022)
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Neural correlates and subjective assessments of multimodal training on perception of foreign language prosody ...
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Leibniz Dream: Children's comprehension of conjunctive expressions in Hungarian ...
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Potential of automatic speech processing technologies for early detection of oral language disorders: a meta-analytic review ...
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Leibniz Dream: Children's comprehension of conjunctive expressions in Georgian. ...
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