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Paper Citation Record · LEDGER

Low-Rank Bottleneck in Multi-head Attention Models

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2002.07028.

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

pith.paper-citation-record.v1
2002.07028 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:58:22.225846Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T00:55:04.959070Z

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 92b67c6b-c2ad-4f6e-80ab-be3fd0fa0894 · inbound

Multi-matrix Factorization Attention cites this paper.

Multi-matrix Factorization Attention Low-Rank Bottleneck in Multi-head Attention Models

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T00:55:04.965410Z

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.

source=arxiv_source observed=2026-08-11T00:55:03.763727Z digest=sha256:7dafc942d1db58b77ed4dfe72b0792e1eedfe8ebaae4102c7f042cad5c8ba558

Observation 96bec6c7-381b-4510-b8ec-d540c0c4ab36 · inbound

Quantifying Memory Utilization with Effective State-Size cites this paper.

Quantifying Memory Utilization with Effective State-Size Low-Rank Bottleneck in Multi-head Attention Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-16T05:58:22.225846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T05:58:22.225846Z digest=sha256:86eddb417c2e6f41e6ca592b4017841aef8c98d26524b1b9d11e9c94ab63fa17