Text examples
-------------

These examples explain machine learning models applied to text data. They are all generated from Jupyter
notebooks `available on GitHub <https://github.com/shap/shap/tree/master/notebooks/text_examples>`_.


Sentiment analysis
==================
Examples of how to explain predictions from sentiment analysis models.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/text_examples/sentiment_analysis/*

Translation
===========
Examples of how to explain predictions from translation models.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/text_examples/translation/*


Text generation
===============
Examples of how to explain predictions from text generation models.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/text_examples/text_generation/*


Summarization
=============
Examples of how to explain predictions from summarization models.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/text_examples/summarization/*


Question Answering
==================
Examples of how to explain predictions from question answering models.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/text_examples/question_answering/*


Language modelling
==================
Examples of how to explain predictions from language models.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/text_examples/language_modelling/*


Text entailment
===============
Examples of how to explain predictions from text entailment models.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/text_examples/text_entailment/*