mBART for Finnish text simplification

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mBART suomenkielisen tekstin yksinkertaistamiseen

Persistent Identifier of this resource:

http://urn.fi/urn:nbn:fi:lb-2024011801

This resource will be available for download in Kielipankki – the Language Bank of Finland.

This is a neural model for Finnish sentence simplification. It is an mBART.CC25 (https://github.com/facebookresearch/fairseq/blob/main/examples/mbart/README.md) architecture finetuned on the texts included in the resource "Parallel Sentence Aligned Corpus of Finnish and Easy-to-read Finnish from the Yle News Archive 2014-2020, source" (http://urn.fi/urn:nbn:fi:lb-2024011703).

This model is provided as a binary file of 10GB. The model requires fairseq (https://github.com/facebookresearch/fairseq) to be installed along with Python.

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