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Paper Citation Record · LEDGER

Optimal In-context Adaptivity and Distributional Robustness of Transformers

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2510.23254.

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

pith.paper-citation-record.v1
2510.23254 v3

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 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T22:19:22.958702Z

measured 0 of 1 external citation measurements

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

Source: cited_works

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 554dd639-fa1a-4a66-b734-2a7c586f0e60 · inbound

Bigger Is Safer: Provable Robustness in In-Context Learning Scales with Capacity cites this paper.

Bigger Is Safer: Provable Robustness in In-Context Learning Scales with Capacity Optimal In-context Adaptivity and Distributional Robustness of Transformers

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T22:19:22.958702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:19:22.958702Z digest=sha256:6480600b7a6ecc05ad197a5a25d7ed904ebf231bbb5c00a82fab2ff2d5c46e13

Observation 36e29605-9129-474e-ba2e-ce212c7da954 · inbound

A Unified Framework for In-Context Learning with Causal and Masked Language Models cites this paper.

A Unified Framework for In-Context Learning with Causal and Masked Language Models Optimal In-context Adaptivity and Distributional Robustness of Transformers

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-11T21:50:04.825590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T21:50:04.825590Z digest=sha256:d0a7d2f9f00df7a1e0dfe20ddbd6c966c60bb5ebc3097d73d98904a28640facc