Paper Citation Record · LEDGER

Length Generalization Bounds for Transformers

As of 23 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 2 inbound Pith citation observations for arXiv:2603.02238.

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

pith.paper-citation-record.v1
2603.02238 v2

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:51:27.999420Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T20:54:13.720910Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T18:27:31.361700Z

Reference resolution

11 of 11 outbound references displayed

verified exact0
verified fuzzy0
unresolved10
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 783e2175-7285-4a4f-b0ca-a13472e28a3d · outbound

This paper cites Izzo, Z., Nichani, E., and Lee, J.

Length Generalization Bounds for Transformers Izzo, Z., Nichani, E., and Lee, J

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T23:51:27.382479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 453ff8be-7ff0-48aa-927e-d6db72d3096a · outbound

This paper cites Investigating the Limitations of Transformers with Simple Arithmetic Tasks.

Length Generalization Bounds for Transformers Investigating the Limitations of Transformers with Simple Arithmetic Tasks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T23:51:27.559070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fbdc163-175e-4c08-a448-04f08edad8c7 · outbound

This paper cites S¨alzer, M., K ¨ocher, C., Kozachinskiy, A., Zetzsche, G., and Lin, A.

Length Generalization Bounds for Transformers S¨alzer, M., K ¨ocher, C., Kozachinskiy, A., Zetzsche, G., and Lin, A

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-02T23:51:27.646300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c55bae44-c1e7-40b6-8e39-a0bd0cd49aa3 · outbound

This paper cites Wang, Z., Nichani, E., Bietti, A., Damian, A., Hsu, D., Lee, J.

Length Generalization Bounds for Transformers Wang, Z., Nichani, E., Bietti, A., Damian, A., Hsu, D., Lee, J

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T23:51:27.775373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e0911b7-ed8a-4997-b99b-36d5bae79350 · outbound

This paper cites Yang, A., Strobl, L., Chiang, D., and Angluin, D.

Length Generalization Bounds for Transformers Yang, A., Strobl, L., Chiang, D., and Angluin, D

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T23:51:27.999420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe6c9c27-38ab-45dd-a385-bced33801a32 · outbound

This paper cites Gr¨adel, E., Kolaitis, P.

Length Generalization Bounds for Transformers Gr¨adel, E., Kolaitis, P

Reference 1978

Resolution: unresolved; no resolver link, observed 2026-08-02T23:51:27.280515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af51bd36-d29e-4e18-8665-d668d2c4a6bd · outbound

This paper cites an unresolved cited work.

Length Generalization Bounds for Transformers Unresolved cited work

Reference 2010

Resolution: unresolved; no resolver link, observed 2026-08-02T23:51:27.462817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a3305de-25c9-44be-a139-64d02cdf09e1 · outbound

This paper cites an unresolved cited work.

Length Generalization Bounds for Transformers Unresolved cited work

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T23:51:27.903842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e9c01d1-a12a-449b-a273-1c95583c40ba · outbound

This paper cites Etessami, K., Vardi, M.

Length Generalization Bounds for Transformers Etessami, K., Vardi, M

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T23:51:27.179981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ec02ae7-89fb-43c0-abaa-b2bb6d682afa · outbound

This paper cites Transformers are Inherently Succinct.

Length Generalization Bounds for Transformers Transformers are Inherently Succinct

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T23:51:27.060687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5610f64-6faf-41fe-b650-bc26a03c1179 · outbound

This paper cites Del´etang, G., Ruoss, A., Grau-Moya, J., Genewein, T., Wen- liang, L.

Length Generalization Bounds for Transformers Del´etang, G., Ruoss, A., Grau-Moya, J., Genewein, T., Wen- liang, L

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T23:51:27.104333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation fe487086-bbde-439a-a855-06f14894cb6b · inbound

Any-Dimensional Learning by Sampling cites this paper.

Any-Dimensional Learning by Sampling Length Generalization Bounds for Transformers

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-07-10T18:27:31.362829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation db9f56d1-cdce-446e-bf75-656dc33af59a · inbound

Hierarchical Domain Generalization cites this paper.

Hierarchical Domain Generalization Length Generalization Bounds for Transformers

Reference 115

Resolution: unresolved; no resolver link, observed 2026-08-01T20:54:13.720910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.