Paper Citation Record · LEDGER

Dynamically Scaled Activation Steering

As of 10 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 2 inbound Pith citation observations for arXiv:2512.03661.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2512.03661 v2

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:48:27.309410Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:21:30.468174Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 59034a29-0ebd-4a39-b9e7-96b24efa2659 · outbound

This paper cites GPT-4 Technical Report.

Dynamically Scaled Activation Steering GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T18:48:25.756782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6257b41-95ed-4ffc-9f7f-5950b6eef707 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Dynamically Scaled Activation Steering Gemma 2: Improving Open Language Models at a Practical Size

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T18:48:26.431463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c873a3cd-e5c0-4803-895f-b9c572445dbb · outbound

This paper cites ReFT: Representation Finetuning for Language Models.

Dynamically Scaled Activation Steering ReFT: Representation Finetuning for Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T18:48:26.562615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1cb4ff-18f4-4e36-9163-7d685f8e9e75 · outbound

This paper cites Qwen2.5 Technical Report.

Dynamically Scaled Activation Steering Qwen2.5 Technical Report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T18:48:26.658619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9faded44-92d8-4423-a5dc-7eb5a0c8ce80 · outbound

This paper cites A Effect of DSAS on inference time We evaluate the impact of applying DSAS and its variants on the inference latency of two base models, Qwen 2.5 (1.5B) and Gemma 2 (2B).

Dynamically Scaled Activation Steering A Effect of DSAS on inference time We evaluate the impact of applying DSAS and its variants on the inference latency of two base models, Qwen 2.5 (1.5B) and Gemma 2 (2B)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T18:48:26.860443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e6dcd26-3040-4770-afcc-d974170fca1f · outbound

This paper cites ForLinEAS, we observe an improved Pareto Front when evaluating HellaSwag accuracy.

Dynamically Scaled Activation Steering ForLinEAS, we observe an improved Pareto Front when evaluating HellaSwag accuracy

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-08-03T18:48:27.118140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 332cd97f-9062-4e0e-b873-ce141ecd6711 · outbound

This paper cites ** ”, “ *.

Dynamically Scaled Activation Steering **** ”, “ ***

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-03T18:48:27.309410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca4200a7-6d3d-4e32-ae85-bf770286df74 · outbound

This paper cites We then evaluate the generalization of the classifiers on a test set of 512 toxic samples.

Dynamically Scaled Activation Steering We then evaluate the generalization of the classifiers on a test set of 512 toxic samples

Reference 512

Resolution: unresolved; no resolver link, observed 2026-08-03T18:48:26.941972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5560b3f-b231-4070-9caa-7d0d81459686 · outbound

This paper cites A Comprehensive Study of Knowledge Editing for Large Language Models.

Dynamically Scaled Activation Steering A Comprehensive Study of Knowledge Editing for Large Language Models

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T18:48:26.771372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 804a1120-e932-412e-9e63-be8fe20df7e9 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Dynamically Scaled Activation Steering Evaluating Large Language Models Trained on Code

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T18:48:25.852215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa040f74-bfc6-472c-95bf-df5b0d3b4284 · outbound

This paper cites Steering Llama 2 via Contrastive Activation Addition.

Dynamically Scaled Activation Steering Steering Llama 2 via Contrastive Activation Addition

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T18:48:26.256111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71a288a5-6b1f-4f2d-9b8f-1827a8cd1a90 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Dynamically Scaled Activation Steering Gemma 2: Improving Open Language Models at a Practical Size

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T18:48:26.352501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eb6a0ca-ba5e-4d66-8878-8d6006df9b23 · outbound

This paper cites Amr Hegazy, Mostafa Elhoushi, and Amr Alanwar.

Dynamically Scaled Activation Steering Amr Hegazy, Mostafa Elhoushi, and Amr Alanwar

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T18:48:26.043752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6422a7c6-ab2b-4846-8e88-24b23f0fc21e · inbound

Towards Understanding Steering Strength cites this paper.

Towards Understanding Steering Strength Dynamically Scaled Activation Steering

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:30.468174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf56d428-81cb-4761-99f8-48db3df2c3a3 · inbound

Steering at the Source: Style Modulation Heads for Robust Persona Control cites this paper.

Steering at the Source: Style Modulation Heads for Robust Persona Control Dynamically Scaled Activation Steering

Reference 706

Resolution: unresolved; no resolver link, observed 2026-08-02T21:21:25.389175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.