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Paper Citation Record · LEDGER

Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2411.16525.

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

pith.paper-citation-record.v1
2411.16525 v2

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 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:39:14.179374Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T21:51:30.206281Z

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 f4b2a72f-3a03-4ee5-b9ed-06a00ebbe1dc · inbound

Universal Approximation of Visual Autoregressive Transformers cites this paper.

Universal Approximation of Visual Autoregressive Transformers Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-08T16:39:14.179374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:39:14.179374Z digest=sha256:d6f6195791a28a0bd3fb9ae8096dc6054c5e85dd6e55cefdd9d56822b61a7ef9

Observation 40da8e62-187c-4710-9db4-8d29428e96b5 · inbound

Transformer Approximations from ReLUs cites this paper.

Transformer Approximations from ReLUs Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:51:30.210788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:02:37.785615Z digest=sha256:ffd775e09c27120b78ec09e85c240875c7edfac61b9b8d9f616688b63edaafee