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Is your feature request related to a problem? Please describe.
Now Stave can visualize NLP data results, such as annotation, link. Another type of valuable information to show to machine learning practitioners are the model insights (interpretability).
Is your feature request related to a problem? Please describe.
Now Stave can visualize NLP data results, such as annotation, link. Another type of valuable information to show to machine learning practitioners are the model insights (interpretability).
We can leverage toolkits for model interpretability, here is an example:
The paper: https://www.aclweb.org/anthology/2020.emnlp-demos.15.pdf
The code: https://github.com/pair-code/lit
According to this paper, the interpretable results are light-weight and stateless, so we can also pass them inside the DataPack.
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