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Generalize edit actions across architectures #261

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bonham79 opened this issue Oct 25, 2024 · 0 comments
Open

Generalize edit actions across architectures #261

bonham79 opened this issue Oct 25, 2024 · 0 comments
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enhancement New feature or request

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@bonham79
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Related to : #198

Right now, edit action transducers are a niche part of the repo. However, we could technically generalize the logic to any sequence to sequence model with teacher forcing and no longer need the transducer to be a standalone task. (Basically you would just replace the vocabulary with a set of edit actions and have a model learn an edit action sequence.) Would be interesting to have this be a default choice across architectures to compare simple auto-regressive string prediction against a transduction sequence. As a side point, I think it would alleviate some of the conflicts we have when updating since it would make it a generalizable feature across models.

@bonham79 bonham79 self-assigned this Oct 25, 2024
@bonham79 bonham79 added the enhancement New feature or request label Oct 25, 2024
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