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language: |
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- fi |
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tags: |
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- simplification |
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- mBART |
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library_name: fairseq |
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--- |
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This is a finetuned mBART model (https://github.com/facebookresearch/fairseq/tree/main/examples/mbart) suitable for Finnish sentence simplification. |
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The checkpoint is a **fairseq** checkpoint. PID on Kielipankki: http://urn.fi/urn:nbn:fi:lb-2024011801. |
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Paper: [Towards Automatic Finnish Text Simplification](https://aclanthology.org/2024.determit-1.4.pdf) (Dmitrieva & Tiedemann, DeTermIt-WS 2024). |
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The finetuning data can be obtained here: http://urn.fi/urn:nbn:fi:lb-2024011703. If you wish to replicate the results, you can find the training, validation, and testing sentence pairs' ids in the "splits.zip" archive in this repository. The ids contain the following information: "{regular text id}\__{simple text id}__{sentence pair number}". |
