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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 9 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 2026-08-09T06:31:02.800959+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.

source=arxiv_source observed=2026-08-07T14:13:19.549151Z digest=sha256:47ca90d61051b59766d26b965e2e85e8154449ce903cc6762f878b5342bc523c

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.

source=pdf_text observed=2026-08-07T04:49:29.710245Z digest=sha256:aa5ac1fdb07e50e1670395b9ad72f49a128c84d5ecc9b9fe70f65a272fdb4f96

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.

source=pdf_text observed=2026-08-07T05:07:39.864758Z digest=sha256:698c57d728413fe6ae86b5784bb4820f19d9fa8bb861994dab4c92c1f3b739bb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T10:24:22.088015Z digest=sha256:ff6fb0fcddefe0595c083de47a14c158992100bee5d162ffd33a9fcfda5b85da