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Towards a Cleaner Document-Oriented Multilingual Crawled Corpus
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In: https://hal.inria.fr/hal-03536361 ; 2022 (2022)
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Lexicographic Data Seal of Compliance
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In: https://hal.archives-ouvertes.fr/hal-03344267 ; [Research Report] ELEXIS; DARIAH. 2021 (2021)
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Building, Encoding, and Annotating a Corpus of Parliamentary Debates in XML-TEI: A Cross-Linguistic Account
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In: https://halshs.archives-ouvertes.fr/halshs-03097333 ; 2020 (2020)
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CamemBERT: a Tasty French Language Model
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In: https://hal.inria.fr/hal-02445946 ; 2019 (2019)
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Abstract:
Web site: https://camembert-model.fr ; Pretrained language models are now ubiquitous in Natural Language Processing. Despite their success, most available models have either been trained on English data or on the concatenation of data in multiple languages. This makes practical use of such models—in all languages except English—very limited. Aiming to address this issue for French, we release CamemBERT, a French version of the Bi-directional Encoders for Transformers (BERT). We measure the performance of CamemBERT compared to multilingual models in multiple downstream tasks, namely part-of-speech tagging, dependency parsing, named-entity recognition, and natural language inference. CamemBERT improves the state of the art for most of the tasks considered. We release the pretrained model for CamemBERT hoping to foster research and downstream applications for French NLP.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]
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URL: https://hal.inria.fr/hal-02445946
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From disparate disciplines to unity in diversity. How the PARTHENOS project brings Humanities Research Infrastructures together ...
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From disparate disciplines to unity in diversity. How the PARTHENOS project brings Humanities Research Infrastructures together ...
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Automatic TEI encoding of manuscripts catalogues with GROBID-Dictionaries ...
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Automatic TEI encoding of manuscripts catalogues with GROBID-Dictionaries ...
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Open Access in Japan – a multi-institutional perspective
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In: https://hal.archives-ouvertes.fr/hal-01290936 ; [Research Report] Ambassade de France au Japon. 2016 (2016)
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IPERION CH Data Management Plan
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In: https://hal.archives-ouvertes.fr/hal-02139658 ; [Research Report] D 2.1, Inria. 2015 (2015)
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[Tiger2/] Documentation
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In: https://hal.inria.fr/inria-00593903 ; [Technical Report] 2010 (2010)
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HANDLING MULTILINGUAL CONTENT IN DIGITAL MEDIA: A CRITICAL ANALYSIS
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In: https://hal.inria.fr/inria-00001120 ; [Research Report] 2006, pp.60 (2006)
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Unification of multi-lingual scientific terminological resources using the ISO 16642 standard. The TermSciences initiative ...
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Towards Multimodal Content Representation
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In: https://hal.archives-ouvertes.fr/hal-00323338 ; 2002 (2002)
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The ELAN Architecture ; The ELAN Architecture: ELAN Deliverables WP3
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In: https://hal.inria.fr/hal-01875371 ; [Contract] Deliverables D3.1-1 and D3.2-1, Inria. 1999 (1999)
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A cognitive model for the representation of time in a man-machine dialogue.
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In: https://hal.inria.fr/hal-00721871 ; 1989 (1989)
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