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distilbert-base-uncased-finetuned-objectivity-rotten
marcosfp/distilbert-base-uncased-finetuned-objectivity-rotten
distilbert-base-uncased-finetuned-objectivity-rotten is a text classification model from marcosfp. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as gpl-3.0.
Objectivity sentence classification model based on distilbert-base-uncased-finetuned-sst-2-english. It was fine-tuned with Rotten-IMDB movie review data using extracted sentences from film plots as objective examples…
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- gpl-3.0
- Model type
- distilbert
- Access
- Public
- Created
- Apr 8, 2022
- Updated
- Apr 8, 2022
- SHA
- 5291bfca
Try a prompt
Model card
From the Hugging Face model README
Objectivity sentence classification model based on distilbert-base-uncased-finetuned-sst-2-english. It was fine-tuned with Rotten-IMDB movie review data using extracted sentences from film plots as objective examples and review comments as subjective language examples.
With a test set of 5%, we obtained an accuracy of 96% and f1 of the same value.
Please, feel free to try the demo online with subjective language examples like "I think...", "I believe...", and more objective claims.
For any further comments contact me, at [email protected].
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- gpl-3.0
- Created
- Apr 8, 2022
- Updated
- Apr 8, 2022