Text examples

These examples explain machine learning models applied to text data. They are all generated from Jupyter notebooks available on GitHub.

Sentiment analysis

Examples of how to explain predictions from sentiment analysis models.

Translation

Examples of how to explain predictions from translation models.

Text generation

Examples of how to explain predictions from text generation models.

Summarization

Examples of how to explain predictions from summarization models.

Question Answering

Examples of how to explain predictions from question answering models.

Language modelling

Examples of how to explain predictions from language models.

Text entailment

Examples of how to explain predictions from text entailment models.