Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.12734.
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 2026-08-10T13:42:08.927759Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T19:21:09.004340Z
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 a1fc2764-3e10-4b0f-8f81-e906ccb50c9d · inbound
Training Dynamics of In-Context Learning in Linear Attention cites this paper.
Training Dynamics of In-Context Learning in Linear Attention In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T13:42:08.927759Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d831d70-80cd-47ab-9ca2-1cb5da2475a6 · inbound
How Can Mamba Learn In Context with Outliers and Generalize Provably? cites this paper.
How Can Mamba Learn In Context with Outliers and Generalize Provably? In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T13:29:30.647029Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42953dd4-4fdb-4374-93e5-35bb9b03e6d7 · inbound
Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration cites this paper.
Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T19:21:09.007164Z
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.