Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2206.03126.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T03:20:09.365073Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T06:19:38.235272Z
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 c91a2d91-bd16-4ae9-9960-6dafd747928a · inbound
Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation cites this paper.
Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T02:44:32.202333Z
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 d517538f-7878-4c36-9750-bc6798e68494 · inbound
Sinkhorn doubly stochastic attention rank decay analysis cites this paper.
Sinkhorn doubly stochastic attention rank decay analysis Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T08:05:59.254347Z
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 6b48dbe2-c635-49b6-8d24-a4c31240d2fd · inbound
A Unified Framework for Critical Scaling of Inverse Temperature in Self-Attention cites this paper.
A Unified Framework for Critical Scaling of Inverse Temperature in Self-Attention Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
Reference 22
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-14T19:57:53.509356Z
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 a9389cf3-69c6-4a63-9c2b-5ba2403829ad · inbound
Dead Directions: Geometric Singular Learning cites this paper.
Dead Directions: Geometric Singular Learning Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T11:36:55.176279Z
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 8a710249-ee26-434c-a13a-88bc7f36329b · inbound
Algebraic Dead Directions in LayerNorm Transformers: A Forward-Pass-Only Diagnostic at LLM Scale cites this paper.
Algebraic Dead Directions in LayerNorm Transformers: A Forward-Pass-Only Diagnostic at LLM Scale Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T00:29:15.230261Z
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 54a53329-e87e-45f7-8cf8-5c2599b89fd3 · inbound
Dead-Direction Signatures: A Cheap Spectral Reading of Singular Complexity cites this paper.
Dead-Direction Signatures: A Cheap Spectral Reading of Singular Complexity Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T06:19:38.237243Z
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.