Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A phase transition between positional and semantic learning in a solvable model of dot-product attention
As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2402.03902.
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 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:50:05.181082Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-10T17:20:51.361535Z
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 38767efa-5cbd-4aa0-92a5-61a8cbf310d5 · inbound
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph cites this paper.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph A phase transition between positional and semantic learning in a solvable model of dot-product attention
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:50:05.181082Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2763031-f196-471e-9fe6-5dfbe87fa238 · inbound
Physics of Skill Learning cites this paper.
Physics of Skill Learning A phase transition between positional and semantic learning in a solvable model of dot-product attention
Reference 43
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T17:20:51.365522Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.