Explanation Summary (ExSum)

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  • License: MIT License (MIT)
  • Author: Yilun Zhou
  • Tags interpretability , natural language processing , machine learning
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Explanation Summary (ExSum)

Overview

The explanation summary (ExSum) framework is a mathematical formalization to quantatively represent and evaluate generalized model insights gained from local explanations. This package implements a GUI for the construction and evaluation of generalized model insights for natural language processing (NLP) models.

Usage

This package can be installed via pip install exsum. To get started, please refer to the documentation for more details.

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  • License: MIT License (MIT)
  • Author: Yilun Zhou
  • Tags interpretability , natural language processing , machine learning
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