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Paper Citation Record · LEDGER

Automated Unit Test Improvement using Large Language Models at Meta

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2402.09171.

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

pith.paper-citation-record.v1
2402.09171 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 2026-08-04T06:34:03.388597+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T11:05:15.898419Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

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 c95cc115-203b-4a2f-ab39-f8fa30b48c86 · inbound

Large Language Models: A Survey cites this paper.

Large Language Models: A Survey Automated Unit Test Improvement using Large Language Models at Meta

Reference 220

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:22:56.014718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T15:22:54.023279Z digest=sha256:3b9c0b727ce55fa3ad2b71b57833712f34eec2fe783a71db8b2a7fad6a13f901

Observation ea5049c1-9d2c-46c1-a6ad-a2d6e08b9673 · inbound

RepairAgent: An Autonomous, LLM-Based Agent for Program Repair cites this paper.

RepairAgent: An Autonomous, LLM-Based Agent for Program Repair Automated Unit Test Improvement using Large Language Models at Meta

Reference 67

Resolution
verified exact
arxiv_id, observed 2026-05-19T10:22:16.551907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-19T10:22:16.434514Z digest=sha256:9fcbec02d5fc3c11acc2411a8a4b4a05901e69e4c8bacbea2e408abec40b3af3

Observation c84e4e89-bea7-400e-bba3-3be37def3d39 · inbound

Mutation-Guided Unit Test Generation with a Large Language Model cites this paper.

Mutation-Guided Unit Test Generation with a Large Language Model Automated Unit Test Improvement using Large Language Models at Meta

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-19T11:07:15.182907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-19T11:05:15.898419Z digest=sha256:5836ab9c1e7a95efb8622a6467ea22bc711baed8e42835f1fbfee0cd3f3e11ca