Paper Citation Record · LEDGER

The geometry of BERT

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2502.12033.

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

pith.paper-citation-record.v1
2502.12033 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:10:57.334960Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T21:11:20.160217Z

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 a591c357-6ffc-4e07-8735-366c68f1ed82 · inbound

Only Large Weights (And Not Skip Connections) Can Prevent the Perils of Rank Collapse cites this paper.

Only Large Weights (And Not Skip Connections) Can Prevent the Perils of Rank Collapse The geometry of BERT

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:57.334960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 181927dd-3e5a-4b82-947f-5b7398ce1a53 · inbound

On the Geometry of Positional Encodings in Transformers cites this paper.

On the Geometry of Positional Encodings in Transformers The geometry of BERT

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:30:52.527120Z

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.

Observation c0c2e187-f6cb-4efc-8f24-bef002d90b17 · inbound

INCRT: An Incremental Transformer That Determines Its Own Architecture cites this paper.

INCRT: An Incremental Transformer That Determines Its Own Architecture The geometry of BERT

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:16:06.999365Z

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.

Observation 185a803d-f150-4fc9-8087-ff47c253995f · inbound

Rank, Head-Channel Non-Identifiability, and Symmetry Breaking: A Precise Analysis of Representational Collapse in Transformers cites this paper.

Rank, Head-Channel Non-Identifiability, and Symmetry Breaking: A Precise Analysis of Representational Collapse in Transformers The geometry of BERT

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:11:20.163217Z

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.