Paper Citation Record · LEDGER

The Depth-to-Width Interplay in Self-Attention

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2006.12467.

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

pith.paper-citation-record.v1
2006.12467 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:31:19.445012Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

7
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3ad26c1e-1fd8-4acb-b3b2-4a3f6b158a73 · inbound

Accelerating Large Language Model Decoding with Speculative Sampling cites this paper.

Accelerating Large Language Model Decoding with Speculative Sampling The Depth-to-Width Interplay in Self-Attention

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:29:36.371687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 93a8ecd3-b909-4f69-abc3-68fdac5e79e4 · inbound

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach cites this paper.

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach The Depth-to-Width Interplay in Self-Attention

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-12T15:39:41.045310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f74ceab5-6413-493b-9a38-f7476cf889dd · inbound

Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs cites this paper.

Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs The Depth-to-Width Interplay in Self-Attention

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:31:19.445012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fd1a747-4f1c-437d-96b6-9226429292eb · inbound

Superposition Yields Robust Neural Scaling cites this paper.

Superposition Yields Robust Neural Scaling The Depth-to-Width Interplay in Self-Attention

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:36:25.528601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8c440c53-4fd6-4377-88bc-30bded8e3cc9 · inbound

Leaner Transformers: More Heads, Less Depth cites this paper.

Leaner Transformers: More Heads, Less Depth The Depth-to-Width Interplay in Self-Attention

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T13:53:10.980819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aafb491-ef5e-4671-8fe2-fe3e23d93085 · inbound

Universal pre-training by iterated random computation cites this paper.

Universal pre-training by iterated random computation The Depth-to-Width Interplay in Self-Attention

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T23:04:26.485803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06b8c69b-6160-4489-8afa-fd2fcb65b64f · inbound

Inverse Depth Scaling From Most Layers Being Similar cites this paper.

Inverse Depth Scaling From Most Layers Being Similar The Depth-to-Width Interplay in Self-Attention

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-03T04:07:45.951367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fd9195b-9250-440f-99e8-f139925b4c9b · inbound

A Qualitative Test-Risk Mechanism for Scaling Behavior in Normalized Residual Networks cites this paper.

A Qualitative Test-Risk Mechanism for Scaling Behavior in Normalized Residual Networks The Depth-to-Width Interplay in Self-Attention

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-12T01:46:14.723640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 293c0f51-1264-4767-aea9-991083f4a702 · inbound

A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits cites this paper.

A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits The Depth-to-Width Interplay in Self-Attention

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-20T08:03:08.955302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.