ferret: A Framework for Benchmarking Explainers on Transformers

Abstract

This talk provides a comprehensive overview of ferret, a novel python library for benchmarking interpretability techniques on transformer models. In addition, we go over a short colab tutorial where ferret is used to benchmark explainers for Intent Classification on the MASSIVE dataset.

Date
Mar 23, 2023 12:00 AM
Event
Amazon Alexa AI Turin Internal Workshop
Location
Turin, Italy

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