pytorch distilbert text-classification transformers license:gpl-3.0
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license: 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](http://www.cs.cornell.edu/people/pabo/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 marcosfernandez.pichel@usc.es.

