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@@ -28,15 +28,14 @@ Finetuned mT5-Model for German sentence-level text-simplification.
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  ### Training Data
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- [DEplain/DEplain-APA-sent](https://huggingface.co/datasets/DEplain/DEplain-APA-sent)
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  ### Training Procedure
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  Parameter-efficient Fine-Tuning with LoRA.
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- Vocabulary adjusted through Vocabulary Transfer (Mosin et al. ([](arXiv:2112.14569))).
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-
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  #### Training Hyperparameters
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  * Batch Size: 16
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  * Epochs: 1
 
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  ### Training Data
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+ [DEplain/DEplain-APA-sent](https://huggingface.co/datasets/DEplain/DEplain-APA-sent) Stodden et al. (2023):[arXiv:2305.18939](arXiv:2305.18939)
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  ### Training Procedure
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  Parameter-efficient Fine-Tuning with LoRA.
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+ Vocabulary adjusted through Vocabulary Transfer (Mosin et al. (2021): [arXiv:2112.14569](arXiv:2112.14569)).
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  #### Training Hyperparameters
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  * Batch Size: 16
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  * Epochs: 1