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Fine-tuning of DebertaV3 model to solve the task "Multi-Author Writing Style Analysis" of the PAN competition of 2023. The goal of the style change detection task is to identify text positions within a given multi-author document at which the author switches.

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SamuReyes/DebertaV3-finetuning

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DebertaV3-finetuning

Fine-tuning of DebertaV3 model to solve the task "Multi-Author Writing Style Analysis" of the PAN competition of 2023. The goal of the style change detection task is to identify text positions within a given multi-author document at which the author switches.

Results (F1)

  • Task 1: 99.51%
  • Task 2: 79.22%
  • Task 3: 81.11%

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Fine-tuning of DebertaV3 model to solve the task "Multi-Author Writing Style Analysis" of the PAN competition of 2023. The goal of the style change detection task is to identify text positions within a given multi-author document at which the author switches.

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