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Paper Citation Record · LEDGER

Learning by Turning: Neural Architecture Aware Optimisation

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2102.07227.

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

pith.paper-citation-record.v1
2102.07227 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T10:14:09.093153Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:30:07.767596Z

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 9c39cf46-d2e2-42c4-ac89-ef64fe7c6322 · inbound

Demystifying Manifold Constraints in LLM Pre-training cites this paper.

Demystifying Manifold Constraints in LLM Pre-training Learning by Turning: Neural Architecture Aware Optimisation

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:16:08.654531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-08T17:44:44.438637Z digest=sha256:8db423c4dcf352eaf8a3de9e0a8b50ee2b81e0d02d1b523fbdcd96a53e8f15f9

Observation 1df13461-854f-4e59-812a-bafc374a8066 · inbound

Improving Neural Network Training by Decoupling the Magnitude and Direction of Weight Vectors cites this paper.

Improving Neural Network Training by Decoupling the Magnitude and Direction of Weight Vectors Learning by Turning: Neural Architecture Aware Optimisation

Reference 124

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T20:30:07.769131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-25T20:05:09.179627Z digest=sha256:f96116dbd02079d4dcdcd02a8695839977506c525ebde0c93bd72ed3414a5c7e

Observation 50e836ea-8e6b-4632-abc5-86c805723a0f · inbound

Improving Neural Network Training by Decoupling the Magnitude and Direction of Weight Vectors cites this paper.

Improving Neural Network Training by Decoupling the Magnitude and Direction of Weight Vectors Learning by Turning: Neural Architecture Aware Optimisation

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-02T10:14:09.093153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T10:14:09.093153Z digest=sha256:51dcbf5e2982a24f53b8124dfebd6f168414d3f8020652f2a0aeb1d969e50d03