Paper Citation Record · LEDGER

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization

As of 12 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2605.10974.

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

pith.paper-citation-record.v1
2605.10974 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T06:19:37.407099Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact1
verified fuzzy16
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 75e8c34c-07fe-4491-8a59-773e7bebb02b · outbound

This paper cites Advances in Neural Information Processing Systems , year=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Advances in Neural Information Processing Systems , year=

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.345216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 01664630-0fb1-471a-90b7-71cef5625daa · outbound

This paper cites Advances in Neural Information Processing Systems , year=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Advances in Neural Information Processing Systems , year=

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.374685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3c22676d-bda2-44e7-b6cc-69e0f3b7274b · outbound

This paper cites Advances in Neural Information Processing Systems , year=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Advances in Neural Information Processing Systems , year=

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.388487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 52e30280-fb59-46e9-8bb8-5d5835f66806 · outbound

This paper cites International Conference on Learning Representations , year=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization International Conference on Learning Representations , year=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.317032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d82d77c7-3db3-4b60-ad7e-edb8404c8b66 · outbound

This paper cites Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation , pages=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation , pages=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.326336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1eee891b-4f5d-41d4-8d53-ef506b6edef6 · outbound

This paper cites Computer Safety, Reliability, and Security , pages=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Computer Safety, Reliability, and Security , pages=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.335738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7964aa43-b47e-4987-85da-a2d9568a1527 · outbound

This paper cites Proceedings of the 26th International Conference on Artificial Intelligence and Statistics , series=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Proceedings of the 26th International Conference on Artificial Intelligence and Statistics , series=

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.330822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation feed1095-04bd-49fd-8d44-678655ed7326 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.393451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5f0cb00f-7128-4cda-908e-5d00a7d7991f · outbound

This paper cites International Conference on Learning Representations , year=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization International Conference on Learning Representations , year=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.307222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6bd45dff-e393-47ca-adcc-8f74b4337a0b · outbound

This paper cites Computer Aided Verification , pages=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Computer Aided Verification , pages=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.398276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 969ee805-4a05-46fb-8b50-1d3b28245142 · outbound

This paper cites 2020 , publisher=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization 2020 , publisher=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.322031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fe65a0e9-f283-4276-8275-d3ee4929dfc3 · outbound

This paper cites Tools and Algorithms for the Construction and Analysis of Systems , pages=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Tools and Algorithms for the Construction and Analysis of Systems , pages=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.311665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b3ecc9fe-765f-4d99-bf0e-fca994b85e95 · outbound

This paper cites Certifying.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Certifying

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.340544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 96dfb9ba-1a47-42e1-943d-da64d64cb51b · outbound

This paper cites Certifying Counterfactual Bias in.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Certifying Counterfactual Bias in

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.369656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8176fff0-ea17-4acc-bd18-7d93ddf372df · outbound

This paper cites Large language model validity via enhanced conformal prediction methods.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Large language model validity via enhanced conformal prediction methods

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:22:23.387848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 378900d5-8591-4db1-8272-44e1b0a52878 · outbound

This paper cites an unresolved cited work.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-13T09:27:35.383971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c8035215-62e7-4238-9f18-53e1de3d1b8a · outbound

This paper cites an unresolved cited work.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-13T09:27:35.355466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e94398e6-a125-4017-b846-10b1f05b12c3 · outbound

This paper cites an unresolved cited work.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-13T09:27:35.360189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 89fc40c7-2967-468b-8b10-e959df32e9f3 · outbound

This paper cites an unresolved cited work.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-13T09:27:35.364998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 348eac20-b112-4ecd-bfcd-5317a74674d0 · outbound

This paper cites and Wei, Jiali and Sun, Jun , journal=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization and Wei, Jiali and Sun, Jun , journal=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.379791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 517cdaee-f3ae-45ec-b2b2-27c0a288965e · outbound

This paper cites Management Science , volume=.

Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization Management Science , volume=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T09:27:35.350816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.