Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:14:42.439045Z
Paper Citation Record · LEDGER
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models
As of 21 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2506.03024.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
13 of 13 outbound references displayed
- verified exact0
- verified fuzzy10
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 390f38e2-a4f9-4b78-8507-1a01991a92a3 · outbound
This paper cites Biasfinder: Metamorphic test generation to uncover bias for sentiment analysis systems.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models Biasfinder: Metamorphic test generation to uncover bias for sentiment analysis systems
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:43.944542Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4ccbb963-c9f5-42cc-8a75-a47fa4f0eb18 · outbound
This paper cites Metamorphic testing: A review of challenges and opportunities.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models Metamorphic testing: A review of challenges and opportunities
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:43.806403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e80e6cc6-7fee-415c-8a28-34e6e629f564 · outbound
This paper cites Bias of ai-generated content: an examination of news produced by large language models.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models Bias of ai-generated content: an examination of news produced by large language models
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:41.677245Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 525814a0-8204-43d1-b11b-a7227314cf1c · outbound
This paper cites Exploring the potential of llm to enhance teaching plans through teaching simulation.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models Exploring the potential of llm to enhance teaching plans through teaching simulation
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:43.644813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 156aa36b-75cf-4ce5-888e-d75972ec3fc2 · outbound
This paper cites Evaluation of chinese natural language processing system based on metamorphic testing.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models Evaluation of chinese natural language processing system based on metamorphic testing
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:43.484457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation af3426ee-986d-4d35-bd62-0dc96c82e73f · outbound
This paper cites Large language models in law: A survey.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models Large language models in law: A survey
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:41.914478Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60de564c-cbf0-4462-9d11-7fe792ec45e6 · outbound
This paper cites Metamorphic testing and certified mitigation of fairness violations in nlp models.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models Metamorphic testing and certified mitigation of fairness violations in nlp models
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:43.321970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6c22aa88-0fde-4586-895a-0a2e799e99d6 · outbound
This paper cites Metamorphic testing of classification program for the covid-19 intelligent diagnosis.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models Metamorphic testing of classification program for the covid-19 intelligent diagnosis
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:43.152326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 667aebe8-22ec-4d0d-af9b-0ac1b90e4880 · outbound
This paper cites Codegen: An open large language model for code with multi-turn program synthesis.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models Codegen: An open large language model for code with multi-turn program synthesis
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:43.003394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 44185dd5-4404-45c2-b8e8-5e3dcf2f7052 · outbound
This paper cites Beyond Accuracy: Behavioral Testing of NLP models with CheckList.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models Beyond Accuracy: Behavioral Testing of NLP models with CheckList
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:42.214448Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f11fbb5-044d-4f85-a3a9-a1ef35e68029 · outbound
This paper cites Evaluation framework of large language models in medical documentation: Development and usability study.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models Evaluation framework of large language models in medical documentation: Development and usability study
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:42.881682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a993704b-7ce8-4788-98e8-66b52177faa9 · outbound
This paper cites As- traea: Grammar-based fairness testing.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models As- traea: Grammar-based fairness testing
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:42.736267Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation dbd2430d-0f47-496d-86d5-5c8839d30380 · outbound
This paper cites Quality assurance of bioinformatics software: a case study of testing a biomedical text processing tool using metamorphic testing.
GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models Quality assurance of bioinformatics software: a case study of testing a biomedical text processing tool using metamorphic testing
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:42.626601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
No inbound Pith citation observations are available.