Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T23:28:03.747128Z
Paper Citation Record · LEDGER
Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention
As of 12 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:2607.15449.
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 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
11 of 11 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved11
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c4fe5e1e-68e5-471c-a5cb-241eed517bc0 · outbound
This paper cites doi:10.18653/v1/P19-1452.
Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention doi:10.18653/v1/P19-1452
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:28:03.024630Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24dcdf06-20c1-4705-a927-2be778e4468e · outbound
This paper cites doi:10.18653/v1/P19-1580.
Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention doi:10.18653/v1/P19-1580
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:28:03.185174Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25e62a79-f800-413d-9fe2-de5f70c48f63 · outbound
This paper cites Dynamics of the Transformer Residual Stream: Coupling Spectral Geometry to Network Topology.
Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention Dynamics of the Transformer Residual Stream: Coupling Spectral Geometry to Network Topology
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:28:03.496351Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4564a83b-bb66-4146-b7b8-f72bb2e10802 · outbound
This paper cites an unresolved cited work.
Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:28:03.747128Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 908cd78d-7e28-4016-8a29-890f363684b9 · outbound
This paper cites 26 Wilson, K.
Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention 26 Wilson, K
Reference 1971
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:28:03.292697Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15f475bd-afba-4108-94be-64a5e6865657 · outbound
This paper cites Deep learning and the renormalization group.
Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention Deep learning and the renormalization group
Reference 2013
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:28:02.365066Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f36b1b0f-ef68-4e7a-8d9e-b3de0a58c996 · outbound
This paper cites An exact mapping between the Variational Renormalization Group and Deep Learning.
Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention An exact mapping between the Variational Renormalization Group and Deep Learning
Reference 2014
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:28:02.891585Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11bfb0e9-a70e-4321-b6f9-a3394a16f079 · outbound
This paper cites Adam: A Method for Stochastic Optimization.
Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention Adam: A Method for Stochastic Optimization
Reference 2015
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:28:02.662155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8acbc5fd-5bb0-4e01-9ec7-d781b59e4923 · outbound
This paper cites doi:10.18653/v1/W19-4828.
Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention doi:10.18653/v1/W19-4828
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:28:02.538259Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b119862c-5db3-4329-98d4-96e032870a5a · outbound
This paper cites Clark, K., Khandelwal, U., Levy, O., and Manning, C.
Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention Clark, K., Khandelwal, U., Levy, O., and Manning, C
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:28:02.435156Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95441a8d-1d6a-4bd3-be8d-021c29561a40 · outbound
This paper cites B´ eny, C.
Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention B´ eny, C
Reference 2026
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:28:02.251683Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.