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Paper Citation Record · LEDGER

CoSQA: 20,000+ Web Queries for Code Search and Question Answering

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2105.13239.

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

pith.paper-citation-record.v1
2105.13239 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 2026-08-22T06:32:14.747728+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:20:05.360941Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T18:43:19.212992Z

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 3728ce38-87a5-4231-a98b-bf84ee9402b5 · inbound

Are Decoder-Only Large Language Models the Silver Bullet for Code Search? cites this paper.

Are Decoder-Only Large Language Models the Silver Bullet for Code Search? CoSQA: 20,000+ Web Queries for Code Search and Question Answering

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-23T18:43:19.214942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-23T18:39:21.915976Z digest=sha256:a7db09d9a335ab0ac1e4dfbd5eb6889dfb2b72b3c09295d1920b1d08ef91d781

Observation 4df8d9f2-c08e-4fe4-8c73-bfa4177341d0 · inbound

FullStack Bench: Evaluating LLMs as Full Stack Coders cites this paper.

FullStack Bench: Evaluating LLMs as Full Stack Coders CoSQA: 20,000+ Web Queries for Code Search and Question Answering

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-12T05:20:05.360941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:20:05.360941Z digest=sha256:52390b288c45dcfbfe2831a56f6c9428b3c5dd1e9fb8d5cf00061424e17a8074

Observation 50cecc87-50da-457d-b117-8341f111360b · inbound

SDLog: A Deep Learning Framework for Detecting Sensitive Information in Software Logs cites this paper.

SDLog: A Deep Learning Framework for Detecting Sensitive Information in Software Logs CoSQA: 20,000+ Web Queries for Code Search and Question Answering

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T15:29:28.915546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:29:28.915546Z digest=sha256:d581c0171cdb036389b2f1a469459c274d8a18f1148bcccb224894ced41dabc5

Observation e330e38d-9028-4140-9315-1f93a01225f5 · inbound

A Comparative Study of Specialized LLMs as Dense Retrievers cites this paper.

A Comparative Study of Specialized LLMs as Dense Retrievers CoSQA: 20,000+ Web Queries for Code Search and Question Answering

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T20:02:17.505285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:02:17.505285Z digest=sha256:26b16f4e5a511ecd24acfa5f6cdaf067ef11e496e83b164915ae3d76cecec6dc