Paper Citation Record · LEDGER

Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.11154.

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

pith.paper-citation-record.v1
2503.11154 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:13:19.549151Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T10:27:44.790970Z

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 348b496a-db45-45ea-93dc-1d985cd7f159 · inbound

VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models cites this paper.

VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:13:19.549151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eccac13-7a72-40c4-ae18-d88c3bb8532a · inbound

AD^2-Bench: A Hierarchical CoT Benchmark for MLLM in Autonomous Driving under Adverse Conditions cites this paper.

AD^2-Bench: A Hierarchical CoT Benchmark for MLLM in Autonomous Driving under Adverse Conditions Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T04:49:29.710245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71ffee8b-c47a-4cfb-a28b-3ff54ef3c5ad · inbound

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search cites this paper.

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T05:07:39.864758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3d7a8aa-3092-4543-a09a-156004ac2e0c · inbound

Scaling Reasoning Hop Exposes Weaknesses: Demystifying and Improving Hop Generalization in Large Language Models cites this paper.

Scaling Reasoning Hop Exposes Weaknesses: Demystifying and Improving Hop Generalization in Large Language Models Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:27:44.792617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.