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deberta-blog-authorship-corpus-authorship-attribution
kaantureyyen/deberta-blog-authorship-corpus-authorship-attribution
deberta-blog-authorship-corpus-authorship-attribution is a text classification model from kaantureyyen. Use it when you need a label for a piece of text.
DeBERTaV3 (small) finetuned on the Blog Authorship Corpus for authorship attribution with 10 authors using the author10 dataset from: Meisenbacher, Stephen, and Florian Matthes. "Thinking Outside of the Differential P…
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At a glance
- Task
- Text Classification
- Model type
- deberta-v2
- Access
- Public
- Created
- Dec 18, 2024
- Updated
- Dec 18, 2024
- SHA
- 1e2d8736
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From the Hugging Face model README
DeBERTaV3 (small) finetuned on the Blog Authorship Corpus for authorship attribution with 10 authors using the author10 dataset from:
Meisenbacher, Stephen, and Florian Matthes. "Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting." arXiv preprint arXiv:2410.00751 (2024).
Found in: https://github.com/sjmeis/DPNONDP
{
"epoch": 5.0,
"eval_accuracy": 0.639,
"eval_loss": 0.9551867842674255,
"eval_macro_f1": 0.6359876614042939,
"eval_macro_precision": 0.6469646011112227,
"eval_macro_recall": 0.639,
"eval_micro_f1": 0.639,
"eval_runtime": 282.9465,
"eval_samples_per_second": 7.068,
"eval_steps_per_second": 0.884,
"step": 1875
}
- Task
- Text Classification
- Type
- deberta-v2
- Languages
- en
- Created
- Dec 18, 2024
- Updated
- Dec 18, 2024