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Add target-side attribution #111

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gsarti opened this issue Nov 30, 2021 · 1 comment
Closed

Add target-side attribution #111

gsarti opened this issue Nov 30, 2021 · 1 comment
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enhancement New feature or request help wanted Extra attention is needed

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gsarti commented Nov 30, 2021

馃殌 Feature Request

Allow users to perform feature attributions on the target prefix. The behavior is controlled by a new attribute_target: bool = False parameter passed to the AttributionModel.attribute method.

馃攬 Motivation

Attributing only on the source is reductive, since the influence of the target prefix is fundamental in determining the outcome of the next generation step in many occasions (e.g. a prefix Ladies and will strongly bias the next token towards Gentlemen, regardless of the source sequence).
@gsarti gsarti added enhancement New feature or request help wanted Extra attention is needed labels Nov 30, 2021
@gsarti gsarti added this to the v1.0 milestone Nov 30, 2021
@gsarti gsarti mentioned this issue Feb 25, 2022
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gsarti commented Feb 28, 2022

Added in #119

@gsarti gsarti closed this as completed Feb 28, 2022
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