Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training
As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.10927.
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 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T23:26:28.158991Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-28T23:42:49.940596Z
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 418ade63-d735-42d3-b70f-64cf226f8c33 · inbound
Uncovering the Latent Potential of Deep Intermediate Representations cites this paper.
Uncovering the Latent Potential of Deep Intermediate Representations The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T05:36:39.284937Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3de1c419-126d-4981-9d1c-105f76f45d4d · inbound
Agentic Transformers Provably Learn to Search via Reinforcement Learning cites this paper.
Agentic Transformers Provably Learn to Search via Reinforcement Learning The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T23:42:49.941921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.