Paper Citation Record · LEDGER

SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2502.11356.

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

pith.paper-citation-record.v1
2502.11356 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:30:21.080448Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T12:40:54.732839Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d424c4f7-32fd-4dcd-9201-c843b9405c1e · inbound

Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering cites this paper.

Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:21.080448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6884603c-8ef1-4531-b723-e9ecdb5bc999 · inbound

Sparse Activation Editing for Reliable Instruction Following in Narratives cites this paper.

Sparse Activation Editing for Reliable Instruction Following in Narratives SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:04:54.279988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33e8ee80-4730-41b1-b93b-9511a0285653 · inbound

Turning the Spell Around: Lightweight Alignment Amplification via Rank-One Safety Injection cites this paper.

Turning the Spell Around: Lightweight Alignment Amplification via Rank-One Safety Injection SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T14:57:12.825477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc046512-d93d-4df4-a0d0-b2cea2f6242f · inbound

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models cites this paper.

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models

Reference 108

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:40:54.734630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b15a513d-2f31-438a-80a9-44ff8d0ba1d8 · inbound

Patches of Nonlinearity: Instruction Vectors in Large Language Models cites this paper.

Patches of Nonlinearity: Instruction Vectors in Large Language Models SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:51.801348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62856a53-7729-4fae-9cdc-7316c7d25c14 · inbound

Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models cites this paper.

Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models

Reference 54

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T05:42:21.061616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e567bedd-25ac-439f-a59c-e881c9ee0977 · inbound

Where Steering Signals Come From: Activation Source Selection in Activation Steering cites this paper.

Where Steering Signals Come From: Activation Source Selection in Activation Steering SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T03:00:44.872772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.