Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Spectral Filters, Dark Signals, and Attention Sinks
As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2402.09221.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T05:02:17.453309Z
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
0
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 9df9a42a-277c-424f-ae19-b008cab31e33 · inbound
When Attention Sink Emerges in Language Models: An Empirical View cites this paper.
When Attention Sink Emerges in Language Models: An Empirical View Spectral Filters, Dark Signals, and Attention Sinks
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T17:41:03.793371Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0411558a-34f9-47f4-972b-e806a2042f9a · inbound
What are you sinking? A geometric approach on attention sink cites this paper.
What are you sinking? A geometric approach on attention sink Spectral Filters, Dark Signals, and Attention Sinks
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:02:17.453309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03a2aa62-12ee-46cb-994e-2bf7bc33c9d0 · inbound
What Makes Position Zero Special? A Mechanistic Study of Position Zero Attention Sinks in LLMs cites this paper.
What Makes Position Zero Special? A Mechanistic Study of Position Zero Attention Sinks in LLMs Spectral Filters, Dark Signals, and Attention Sinks
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:15:44.927705Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdef788e-530e-45c8-88b3-8e376ca7ddc2 · inbound
When Sinks Help or Hurt: Unified Framework for Attention Sink in Large Vision-Language Models cites this paper.
When Sinks Help or Hurt: Unified Framework for Attention Sink in Large Vision-Language Models Spectral Filters, Dark Signals, and Attention Sinks
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T23:23:26.829091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cf2453d3-1367-4fdd-a7d7-d6fe765da7ba · inbound
When Sinks Help or Hurt: Unified Framework for Attention Sink in Large Vision-Language Models cites this paper.
When Sinks Help or Hurt: Unified Framework for Attention Sink in Large Vision-Language Models Spectral Filters, Dark Signals, and Attention Sinks
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T17:04:21.630513Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c3b56a5-1069-4b4e-80e1-13829e13a706 · inbound
The Structural Origin of Attention Sink: Variance Discrepancy, Super Neurons, and Dimension Disparity cites this paper.
The Structural Origin of Attention Sink: Variance Discrepancy, Super Neurons, and Dimension Disparity Spectral Filters, Dark Signals, and Attention Sinks
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T19:21:08.591517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cb54c0f4-c3b1-4f05-8a2c-fd1553b34198 · 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 Spectral Filters, Dark Signals, and Attention Sinks
Reference 84
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T05:16:24.204146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1107a1df-7f6f-4fe5-ada1-a0fcef961f8a · inbound
Contribution Weights: A Geometrical Analysis of Self-Attention Transformers cites this paper.
Contribution Weights: A Geometrical Analysis of Self-Attention Transformers Spectral Filters, Dark Signals, and Attention Sinks
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T23:32:46.555087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c389f29d-7e2a-4775-9771-6b0d2a955e01 · inbound
Contribution Weights: A Geometrical Analysis of Self-Attention Transformers cites this paper.
Contribution Weights: A Geometrical Analysis of Self-Attention Transformers Spectral Filters, Dark Signals, and Attention Sinks
Reference 148
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T23:32:47.327170Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.