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AI2 Irvine
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  • AllenNLP Interpret text image
    A Framework for Explaining Predictions of NLP Models | AllenNLP, AI2 Irvine

    The AllenNLP Interpret toolkit makes it easy to apply gradient-based saliency maps and adversarial attacks to new models, as well as develop new interpretation methods. AllenNLP Interpret contains three components: a suite of interpretation techniques applicable to most models, APIs for developing new interpretation methods (e.g., APIs to obtain input gradients), and reusable front-end components for visualizing the interpretation results.

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