Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:32:04.593864Z
Paper Citation Record · LEDGER
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework
As of 23 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2505.12718.
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 2026-08-23T06:30:58.430688+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
17 of 17 outbound references displayed
- verified exact0
- verified fuzzy10
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2806f869-c86a-4918-b976-3a11ac83d154 · outbound
This paper cites Persistent anti-muslim bias in large language models, 2021.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Persistent anti-muslim bias in large language models, 2021
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:32:04.839058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 33561c75-afb2-46c6-b546-ae9470199829 · outbound
This paper cites Bryson, and Arvind Narayanan.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Bryson, and Arvind Narayanan
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:32:04.825038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 451985e3-5234-41e3-bd6d-434b8ef8f98e · outbound
This paper cites Pearson correlation coefficient.Noise reduction in speech processing, pages 1–4, 2009.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Pearson correlation coefficient.Noise reduction in speech processing, pages 1–4, 2009
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:32:04.811563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 87897008-6a3a-47bb-901d-1535ce9938b8 · outbound
This paper cites Assessing the proficiency of large language models in automatic feedback generation: An evaluation study.Computers and Education: Artificial Intelligence, 7:100299, 2024.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Assessing the proficiency of large language models in automatic feedback generation: An evaluation study.Computers and Education: Artificial Intelligence, 7:100299, 2024
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:32:04.797360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fea52015-020c-4042-90da-3b3ddb13fda6 · outbound
This paper cites Should chatgpt be biased? challenges and risks of bias in large language models.First Monday, November 2023.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Should chatgpt be biased? challenges and risks of bias in large language models.First Monday, November 2023
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:32:04.783947Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b68a943b-7b47-4d1d-b1f3-fbbd042b3985 · outbound
This paper cites Fairness and bias in artificial intelligence: A brief survey of sources, impacts, and mitigation strategies.Sci, 6(1), 2024.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Fairness and bias in artificial intelligence: A brief survey of sources, impacts, and mitigation strategies.Sci, 6(1), 2024
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:32:04.544197Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a0c333e-9137-4c6f-a9e6-f054239f0864 · outbound
This paper cites Gallegos, Ryan A.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Gallegos, Ryan A
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:32:04.549034Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5d13ca1-39dd-4c24-90c0-92e449bc1fdb · outbound
This paper cites Goodfellow, Jonathon Shlens, and Christian Szegedy.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Goodfellow, Jonathon Shlens, and Christian Szegedy
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:32:04.753203Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 70154638-8689-4514-9426-bff7c8f73d94 · outbound
This paper cites Detecting emergent intersectional biases: Contextu- alized word embeddings contain a distribution of human-like biases.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Detecting emergent intersectional biases: Contextu- alized word embeddings contain a distribution of human-like biases
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:32:04.739530Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 224b4d6f-b434-4efc-9128-bc79127d5d05 · outbound
This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Retrieval-augmented generation for knowledge-intensive nlp tasks
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:32:04.724667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 13ed7f25-6713-4eb8-9f9f-c82211e9be48 · outbound
This paper cites A survey on fairness in large language models, 2024.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework A survey on fairness in large language models, 2024
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:32:04.566565Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65b7960c-df7a-4922-82bb-2d87e7cb015d · outbound
This paper cites How can i get it right? using gpt to rephrase incorrect trainee responses.International journal of artificial intelligence in education, pages 1–27, 2024.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework How can i get it right? using gpt to rephrase incorrect trainee responses.International journal of artificial intelligence in education, pages 1–27, 2024
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:32:04.700435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5d5d61b5-deae-447a-99c6-c2accda57ba6 · outbound
This paper cites Efficient Estimation of Word Representations in Vector Space.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Efficient Estimation of Word Representations in Vector Space
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:32:04.575282Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 943cb1a2-2d4f-4942-865c-3fe47c64e841 · outbound
This paper cites Empowering education with llms-the next-gen interface and content generation.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Empowering education with llms-the next-gen interface and content generation
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:32:04.580563Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad3eb1c2-3bda-450f-b9c0-771d14e01422 · outbound
This paper cites an unresolved cited work.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:32:04.675820Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation dde35ddd-0390-4df1-8110-71deb24bec7e · outbound
This paper cites what shapes your bias?.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework what shapes your bias?
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:32:04.661054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ee3216ca-86ea-4a2a-b9ca-d20f68a0bc27 · outbound
This paper cites Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology.
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:32:04.593864Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.