Weight Steering

Creator

Creator

Seonglae Cho

Created

Created

2026 Jun 19 0:13

Editor

Editor

Seonglae Cho

Edited

Edited

2026 Jun 19 0:13

Refs

Refs

Weight Steering Methods

Steer2Edit

Steer2Edit: From Activation Steering to Component-Level Editing

Steering methods influence Large Language Model behavior by identifying semantic directions in hidden representations, but are typically realized through inference-time activation interventions...

https://arxiv.org/abs/2602.09870

From Weights to Activations: Is Steering the Next Frontier of Adaptation?

Post-training adaptation of language models is commonly achieved through parameter updates or input-based methods such as fine-tuning, parameter-efficient adaptation, and prompting. In parallel, a...

https://arxiv.org/abs/2604.14090v1

Weight Arithmetics Steering

Steering Language Models with Weight Arithmetic

Providing high-quality feedback to Large Language Models (LLMs) on a diverse training distribution can be difficult and expensive, and providing feedback only on a narrow distribution can result...

https://arxiv.org/abs/2511.05408

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