Pith. sign in

Paper Citation Record · LEDGER

Self-attention Networks Localize When QK-eigenspectrum Concentrates

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2402.02098.

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

pith.paper-citation-record.v1
2402.02098 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:05:00.291750Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T20:59:37.522948Z

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 8fe3d3f0-8c60-4bbc-929b-1897a9ec4116 · inbound

Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs cites this paper.

Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs Self-attention Networks Localize When QK-eigenspectrum Concentrates

Reference 2005

Resolution
verified exact
local_arxiv, observed 2026-08-05T20:59:37.525796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T20:59:36.827547Z digest=sha256:01dabe8c2d81737961e27c66fdc3e18b7bf6b2724cba06fe6ebff281436ee5f5

Observation 9484b247-29cb-44e4-a03a-7128988fae8c · inbound

Attention's forward pass and Frank-Wolfe cites this paper.

Attention's forward pass and Frank-Wolfe Self-attention Networks Localize When QK-eigenspectrum Concentrates

Reference 2005

Resolution
unresolved
no resolver link, observed 2026-08-05T21:05:00.291750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:05:00.291750Z digest=sha256:53816787d17fe602d855c0794dafaf6c5e50a93eb046aabbdd5323f1c73d45c6