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Paper Citation Record · LEDGER

Frequency Effects on Syntactic Rule Learning in Transformers

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2109.07020.

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

pith.paper-citation-record.v1
2109.07020 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T02:14:31.262254Z

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

0
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 f1fd8c4e-e7d2-4e6c-94bc-f02c9bad80bf · inbound

Developmental approach reveals the statistical learning of Neural Language Models: Transformers generalize from the most abstract statistical patterns cites this paper.

Developmental approach reveals the statistical learning of Neural Language Models: Transformers generalize from the most abstract statistical patterns Frequency Effects on Syntactic Rule Learning in Transformers

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-06-29T04:53:06.605997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-29T02:14:31.262254Z digest=sha256:53f057acab9ca2ac3d993433d3b078c3543bf0eec1fd1adf61c123dbda5ade34