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Model Details
Model Description
Version 1 of a finely-tuned bart model for classifying AI vs Human generated text. This version includes training on a cleaner, non-contaminated dataset using HC3, ShahxeebHassan, and NicolaiSivesind's 'human-vs-machine' sets. Designed to be analyzed with LIME for interpretability.
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- Language(s) (NLP): en
- License: apache-2.0
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Uses
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Bias, Risks, and Limitations
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Recommendations
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
How to Get Started with the Model
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Training Details
Training Data
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Training Procedure
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Evaluation
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Summary
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Environmental Impact
Carbon emissions can be estimated using the
Machine Learning Impact calculator presented in
Lacoste et al. (2019).
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Technical Specifications [optional]
Model Architecture and Objective
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