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Bertrade Contexual Embeddings Models for Old French

Loïc Grobol; Mathilde Regnault; Pedro Ortiz Suárez; Benoît Sagot; Laurent Romary; Benoît Crabbé

These are the contextual embeddings models for Old French developed for the article “BERTrade: Using Contextual Embeddings to Parse Old French” (Grobol et al., 2022). They are meant to be used with the 🤗 Transformers library and are known to work with versions from 4.12.0 to 4.18.0 of this library (other versions might be compatible, but we offer no guarantee).

See the article for a list of the resources and the settings used to develop these models as well as assessment of their suitability for syntactic dependency parsing of Old French.

References:

Grobol, Loïc, Mathilde Regnault, Pedro Javier Ortiz Suárez, Benoît Sagot, Laurent Romary, and Benoit Crabbé. 2022. “BERTrade: Using Contextual Embeddings to Parse Old French.” In Proceedings of the 13th International Conference on Language Resources and Evaluation. European Language Resource Association.

 

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bert_base_finnish_cased+mlm-fro-12e.tar.xz
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bert_base_multilingual_cased+mlm-fro-12e.tar.xz
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644.3 MB Download
bertrade-base-8192_tok+mlm-fro-32e.tar.xz
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334.5 MB Download
bertrade-base-8192_tok-untrained.tar.xz
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334.1 MB Download
bertrade-medium-8192_tok+mlm-fro-32e.tar.xz
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154.2 MB Download
bertrade-mini-8192_tok+mlm-fro-32e.tar.xz
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bertrade-petit-8192_tok+mlm-fro-32e.tar.xz
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bertrade-small-8192_tok+mlm-fro-32e.tar.xz
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bertrade-tiny-8192_tok+mlm-fro-32e.tar.xz
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camembert_base+mlm-fro-12e.tar.xz
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flaubert_base_cased+mlm-fro-12e.tar.xz
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502.7 MB Download
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