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Add optional `NoiseTunnel` smoothing wrapper · Issue #164 · inseq-team/inseq · GitHub

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Add optional NoiseTunnel smoothing wrapper #164

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Description

Description

This issue requests the inclusion of a wrapper for the NoiseTunnel method to make it available for all attribution classes.

Motivation

Smoothing techniques like the one proposed by Smilkov et al. 2017 can provide a more robust estimation of feature attributions, but they are largely ignored for NLP applications. Including support for noise-injecting techniques in the library would encourage their adoption in the broader research community.

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