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Paper Citation Record · LEDGER

Transformers are Universal In-context Learners

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2408.01367.

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

pith.paper-citation-record.v1
2408.01367 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:16:19.876202Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T10:11:13.750675Z

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 70cbcf87-ee94-4be2-a11c-3c090bc819ec · inbound

Is In-Context Universality Enough? MLPs are Also Universal In-Context cites this paper.

Is In-Context Universality Enough? MLPs are Also Universal In-Context Transformers are Universal In-context Learners

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-09T05:16:19.876202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T05:16:19.876202Z digest=sha256:725dc9014d26ec6e21dd28526ff0b693fe12fb1f25dcd1a5485e6ce0c83440ef

Observation 07af8bfa-bd63-407b-97f4-3d0d89e0a35f · inbound

Solving Empirical Bayes via Transformers cites this paper.

Solving Empirical Bayes via Transformers Transformers are Universal In-context Learners

Reference 1943

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:58.261166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:58.261166Z digest=sha256:58d55d92ba053df9a67d0e4e34643f42651bcaa8e6fb161a3e93d9fe5daea5b2

Observation cdbea759-9a17-480e-adf0-c471a07c1ee6 · inbound

Optimization-Inspired Few-Shot Adaptation for Large Language Models cites this paper.

Optimization-Inspired Few-Shot Adaptation for Large Language Models Transformers are Universal In-context Learners

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T14:24:29.448423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:24:29.448423Z digest=sha256:aae6bb87a997b42bb17f699ae11ddd78e3f59ab7686fb9b0b3849f1b77ee6e76

Observation a86f70b7-d493-4a70-b8e7-08bfe6638851 · inbound

Transformers Meet In-Context Learning: A Universal Approximation Theory cites this paper.

Transformers Meet In-Context Learning: A Universal Approximation Theory Transformers are Universal In-context Learners

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T10:33:37.065976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:33:37.065976Z digest=sha256:db84ca147dd645b76940274f49fdd54acc906a76cebe55841f07350077f61ec9

Observation 0835f6f9-cd6f-4519-9c93-aac76bfc3386 · inbound

A Mathematical Explanation of Transformers cites this paper.

A Mathematical Explanation of Transformers Transformers are Universal In-context Learners

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-18T10:11:13.753014Z

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=2026-05-18T10:10:32.692581Z digest=sha256:84bf0be3199248d81bf9d12e5e1c44e442a54b15fa2fb84de28d1c4b438eb7c8

Observation 5ac357a4-f487-48b7-8f46-301493c3401c · inbound

Continuous transformations of probability measures and their transport representations cites this paper.

Continuous transformations of probability measures and their transport representations Transformers are Universal In-context Learners

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:56:47.240089Z

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=arxiv_source observed=2026-05-10T06:56:24.472027Z digest=sha256:ef22a941529482d6d65079f61f7d9349a46c97f6c5faa5e85af1f7176064fd23