A lasso and group-lasso regularized additive intervention on last-token activations steers LLMs with 10 demonstrations and supports task-vector composition.
In Findings of the Association for Computational Linguistics: ACL 2023, pages 4005–4019
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Task-driven Layerwise Additive Activation Intervention
A lasso and group-lasso regularized additive intervention on last-token activations steers LLMs with 10 demonstrations and supports task-vector composition.