Paper Citation Record · LEDGER

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models

As of 19 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 3 inbound Pith citation observations for arXiv:2501.11036.

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

pith.paper-citation-record.v1
2501.11036 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:47:09.867312Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T12:21:01.421492Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-13T18:15:01.652422Z

Reference resolution

18 of 18 outbound references displayed

verified exact1
verified fuzzy6
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7025144f-8e29-4ce9-87a6-e3271d0bbef9 · outbound

This paper cites Sensitivity and Robustness of Large Language Models to Prompt Template in Japanese Text Classification Tasks.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Sensitivity and Robustness of Large Language Models to Prompt Template in Japanese Text Classification Tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:09.807764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a84699c-46f4-4417-9848-0ea48d3fdc2b · outbound

This paper cites Scaling and evaluating sparse autoencoders.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Scaling and evaluating sparse autoencoders

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:09.812805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48bab9f8-48ea-4a55-96b8-be4c0b4d25b3 · outbound

This paper cites Inference-Time Intervention: Eliciting Truthful Answers from a Language Model.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Inference-Time Intervention: Eliciting Truthful Answers from a Language Model

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:09.817663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 610c0704-ab63-48c5-94bb-a511de7d4dcd · outbound

This paper cites Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:09.827295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b10aa068-1fe2-488d-a725-a1aa8a28263f · outbound

This paper cites Semantic Consistency for Assuring Reliability of Large Language Models.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Semantic Consistency for Assuring Reliability of Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:09.831714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f58762a-04db-4dde-95e9-959100c7eee1 · outbound

This paper cites Improving Dictionary Learning with Gated Sparse Autoencoders.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Improving Dictionary Learning with Gated Sparse Autoencoders

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:09.836373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97d8559c-6204-49b0-a2d5-e3002ad33e77 · outbound

This paper cites Steering llama 2 via contrastive activation addition.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Steering llama 2 via contrastive activation addition

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:10.146035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fae0ca73-13b2-4a8e-89fa-775e308d1a5c · outbound

This paper cites Steering Language Models With Activation Engineering.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Steering Language Models With Activation Engineering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:09.849792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 993ec0fa-70ff-40f2-83f4-c990ca0a71e8 · outbound

This paper cites Assessing factual reliability of large language model knowledge.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Assessing factual reliability of large language model knowledge

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:10.130931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bc6b64a4-2bea-4afa-bb79-455f28b699cd · outbound

This paper cites Jingyuan Yang, Dapeng Chen, Yajing Sun, Rongjun Li, Zhiy- ong Feng, and Wei Peng.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Jingyuan Yang, Dapeng Chen, Yajing Sun, Rongjun Li, Zhiy- ong Feng, and Wei Peng

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:10.114875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 48371c0d-f6b6-415b-a300-566c71954e21 · outbound

This paper cites Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg- Kirkpatrick, and Graham Neubig.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg- Kirkpatrick, and Graham Neubig

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:10.084349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 839223ef-f344-4310-acc1-07f85425227f · outbound

This paper cites Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:09.822637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a20f578-a6c4-4a4d-aa19-b8e02b920fbf · outbound

This paper cites Improving the robust- ness of large language models via consistency alignment.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Improving the robust- ness of large language models via consistency alignment

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:10.098836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 51d3c580-b12c-4ef3-a1ff-4526f7ff79d4 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:09.844960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7be3ac73-28d4-4734-a10c-e405d446eb99 · outbound

This paper cites Toy Models of Superposition.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Toy Models of Superposition

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:09.798030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72303be7-5883-4227-93ec-f82b951b0b6c · outbound

This paper cites Does Instruction Tuning Make LLMs More Consistent?.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Does Instruction Tuning Make LLMs More Consistent?

Reference 2022

Resolution: verified exact; local_arxiv, observed 2026-08-10T18:47:10.039492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b65e256c-222b-4494-89d7-f9b8b6d9d849 · outbound

This paper cites Truth forest: Toward multi-scale truthfulness in large language models through intervention without tuning.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Truth forest: Toward multi-scale truthfulness in large language models through intervention without tuning

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:10.162482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 10abef30-ad8a-466d-9a3e-a6080fecdfb2 · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:09.792902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 45dec55c-74ae-4d6e-8996-84b0e2f69f61 · inbound

Controllable LLM Reasoning via Sparse Autoencoder-Based Steering cites this paper.

Controllable LLM Reasoning via Sparse Autoencoder-Based Steering LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T12:21:01.421492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edf31482-9522-4762-a0e8-f307b33e583a · inbound

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook cites this paper.

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models

Reference 266

Resolution: unresolved; no resolver link, observed 2026-07-13T14:03:01.974171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6a9ce9c-9c45-4e1c-8fc0-b7fed021ad55 · inbound

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook cites this paper.

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models

Reference 267

Resolution: verified exact; local_arxiv, observed 2026-07-13T14:09:39.401485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.