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extrabert_bio
k-partha/extrabert_bio
extrabert_bio is a text classification model from k-partha. Use it when you need a label for a piece of text. It is set up for transformers.
Classifies Twitter biographies as either introverts or extroverts.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jan 29, 2022
- SHA
- 36d571d7
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Model card
From the Hugging Face model README
Classifies Twitter biographies as either introverts or extroverts.
Go to your Twitter profile, copy your biography and paste in the inference widget, remove any URLs and press hit!
Trained on self-described personality labels. Interpret as a continuous score, not as a discrete label. Have fun!
Barack Obama: Extrovert; Ellen DeGeneres: Extrovert; Naomi Osaka: Introvert
Note: Performance on inputs other than Twitter biographies [the training data source] is not verified.
For further details and expected performance, read the paper.
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Created
- Mar 2, 2022
- Updated
- Jan 29, 2022