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Paper Citation Record · LEDGER

Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2205.05092.

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

pith.paper-citation-record.v1
2205.05092 v1

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 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:12:14.313040Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T03:57:46.848399Z

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 bfe1f9f8-a33a-4105-b73c-74a3b6ef60e4 · inbound

Spiritual-LLM : Gita Inspired Mental Health Therapy In the Era of LLMs cites this paper.

Spiritual-LLM : Gita Inspired Mental Health Therapy In the Era of LLMs Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.313040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.313040Z digest=sha256:13ddefbbf8994482eeadabee801fca419cd4751f0a5c169c2d2252647ca1f564

Observation 8532969a-b6e7-4ac6-ad7b-f7bbd2ecd282 · inbound

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering cites this paper.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T11:07:19.684148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:07:19.684148Z digest=sha256:2d86fad70f99bb38cadb398f47883e3886dbf96312db8bdc73fe1061c8b20889

Observation 226acb94-c84f-43e0-9419-e585abbcfdda · inbound

RPAM: A Principled Metric for Evaluating Associations in Language Models with High Predictive Validity in Downstream Outputs cites this paper.

RPAM: A Principled Metric for Evaluating Associations in Language Models with High Predictive Validity in Downstream Outputs Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words

Reference 19

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T03:57:46.863748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T03:54:36.948373Z digest=sha256:dbf2d02d8cf941e317aeee1249cd0ec8b7fa5a4f085e198a7abb4383ffc4b77d