remzicam
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privacy_intent

Text Classification

privacy policies

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remzicam commited on Jan 7, 2023

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 This model is fine-tuned version of [mukund/privbert](https://huggingface.co/mukund/privbert) model on [PolicyIE dataset ](https://github.com/wasiahmad/PolicyIE/blob/main/data/sanitized_split.zip).
-- Reference Paper: [Intent Classification and Slot Filling for Privacy Policies](https://aclanthology.org/2021.acl-long.340/).
 <b>5 Intents (Labels)</b>:

 This model is fine-tuned version of [mukund/privbert](https://huggingface.co/mukund/privbert) model on [PolicyIE dataset ](https://github.com/wasiahmad/PolicyIE/blob/main/data/sanitized_split.zip).
+- Reference Paper: [Intent Classification and Slot Filling for Privacy Policies](https://aclanthology.org/2021.acl-long.340/).
+- The back translation method (data augmentation) resulted in a 1% improvement in performance when applied to imbalanced samples
+- **F1 Score: 88** (%4 performance increase compared to original work)
 <b>5 Intents (Labels)</b>: