Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Towards Last-layer Retraining for Group Robustness with Fewer Annotations
As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2309.08534.
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 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-01T06:31:28.388710Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T09:25:41.645109Z
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 f1bf9279-7699-47ec-9e8e-96656ff145f1 · inbound
On the Convergence of Self-Improving Online LLM Alignment cites this paper.
On the Convergence of Self-Improving Online LLM Alignment Towards Last-layer Retraining for Group Robustness with Fewer Annotations
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T09:25:41.647756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.