Paper Citation Record · LEDGER

Attention Heads of Large Language Models: A Survey

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2409.03752.

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

pith.paper-citation-record.v1
2409.03752 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 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 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:31:33.035007Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

5
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 698fa79a-24db-4df3-a301-20b075a410ff · inbound

ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models cites this paper.

ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models Attention Heads of Large Language Models: A Survey

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.035007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad525324-7368-4320-88d3-8cf0704dd80f · inbound

Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning cites this paper.

Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning Attention Heads of Large Language Models: A Survey

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:02.613759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f850a8c1-c2d6-4877-a7ec-11ac5ecdee6f · inbound

CompressKV: Semantic Retrieval Heads Know What Tokens are Not Important Before Generation cites this paper.

CompressKV: Semantic Retrieval Heads Know What Tokens are Not Important Before Generation Attention Heads of Large Language Models: A Survey

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T05:00:04.960649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a44ed90-9335-452d-8a3c-b35b33784fe5 · inbound

Safety Alignment Should Be Made More Than Just A Few Attention Heads cites this paper.

Safety Alignment Should Be Made More Than Just A Few Attention Heads Attention Heads of Large Language Models: A Survey

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:43.536871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4020f4f8-0be6-41a2-a3fd-40f3030bfbbf · inbound

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis cites this paper.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Attention Heads of Large Language Models: A Survey

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:31:25.440201Z

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 a3f1154b-35c4-4532-ac06-167f9ffe8d01 · inbound

Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization cites this paper.

Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization Attention Heads of Large Language Models: A Survey

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-04T09:48:11.198103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b3ae8f9-c7ac-46fb-8814-37fc495340e7 · inbound

Stop Tracking Me! Proactive Defense Against Attribute Inference Attack in LLMs cites this paper.

Stop Tracking Me! Proactive Defense Against Attribute Inference Attack in LLMs Attention Heads of Large Language Models: A Survey

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-16T05:27:23.284362Z

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 d598accc-1ca8-475c-bc32-76f6fcd57632 · 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 Attention Heads of Large Language Models: A Survey

Reference 1248

Resolution: malformed identifier; no resolver link, observed 2026-08-02T21:21:27.091107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 140baed5-55f7-4f79-a898-9f7705825bad · inbound

Automated Attention Pattern Discovery at Scale in Large Language Models cites this paper.

Automated Attention Pattern Discovery at Scale in Large Language Models Attention Heads of Large Language Models: A Survey

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:28:06.489272Z

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 841b8b8a-0bb0-453d-9caa-ce971fd7b92f · inbound

ART: Attention Replacement Technique to Improve Factuality in LLMs cites this paper.

ART: Attention Replacement Technique to Improve Factuality in LLMs Attention Heads of Large Language Models: A Survey

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T22:30:50.943301Z

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 c8bca735-3f20-4111-98e1-cf4272c5cd5c · inbound

CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering cites this paper.

CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering Attention Heads of Large Language Models: A Survey

Reference 61

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:50:40.160785Z

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 ab29259f-1480-4cec-b053-1c5845fc335f · inbound

Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination cites this paper.

Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination Attention Heads of Large Language Models: A Survey

Reference 130

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:16:24.336766Z

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 e01004f9-2362-4d31-9a67-6e31162ef151 · inbound

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces cites this paper.

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces Attention Heads of Large Language Models: A Survey

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:31:21.547538Z

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 cc7873b9-9a69-4ffb-8bf2-7ca248dcc20f · inbound

CompressKV: Semantic-Retrieval-Guided KV-Cache Compression for Resource-Efficient Long-Context LLM Inference cites this paper.

CompressKV: Semantic-Retrieval-Guided KV-Cache Compression for Resource-Efficient Long-Context LLM Inference Attention Heads of Large Language Models: A Survey

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:49:58.033929Z

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 6140481e-b5b6-4b2b-985f-f36813506511 · inbound

How Do LLMs Read Bug Reports? An Empirical Study of Attention in LLMs for Automated Program Repair cites this paper.

How Do LLMs Read Bug Reports? An Empirical Study of Attention in LLMs for Automated Program Repair Attention Heads of Large Language Models: A Survey

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-01T01:17:54.315888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.