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Leza, Sungu, and Samba- Digital Humanities and Early Bantu History
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In: Faculty Journal Articles (2022)
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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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The representation of Islam and Islamic culture in realist and magical realist contemporary literature: a cultural critique of Western representation of Islam
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The Ainu in documentary films: promiscuous iconography and the absent image
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| 7 |
Current challenges of language policy and planning for international organisations
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| 9 |
Academic texts in motion: a text history study of co-authorship interactions in writing
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| 10 |
Helping EAL academics navigate asymmetrical power relations in co-authorship: research-based materials for ERPP workshops
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| 11 |
Defining ‘Normal’: methodological issues in Aphasia and intelligence research
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| 12 |
Research on emotions in second language acquisition: reflections on its birth and unexpected growth
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| 14 |
The militant historian: the concept of history in the work of Alain Badiou
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| 15 |
The presence of an absence: framing capital in Mercado de futuros (Mercedes Álvarez, 2011), La mano invisible (David Macián, 2016) and Cerca de tu casa (Eduard Cortés, 2016)
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| 16 |
Understanding the Learning Experiences of Highly Educated refugees from Iraq and Syria en route to Economic Integration in Luxembourg
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| 17 |
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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| 18 |
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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| 19 |
The AMAR mechanism: nominal expressions in the Bantu languages are shaped by apposition and reintegration.
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In: ISSN: 0024-3949 ; EISSN: 1613-396X ; Linguistics ; https://halshs.archives-ouvertes.fr/halshs-03433014 ; Linguistics, De Gruyter, In press, ⟨10.1515/ling-2020-0132⟩ (2022)
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| 20 |
A gentle introduction to Girard's Transcendental Syntax for the linear logician
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In: https://hal.archives-ouvertes.fr/hal-02977750 ; 2022 (2022)
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