Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:47:49.916225Z
Paper Citation Record · LEDGER
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances
As of 9 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 0 inbound Pith citation observations for arXiv:2507.04641.
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 2026-08-09T06:31:02.800959+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
96 of 96 outbound references displayed
- verified exact3
- verified fuzzy15
- unresolved77
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation dbe2c870-f25d-4728-9706-c3139f467767 · outbound
This paper cites , " * write output.state after.block = add.period write newline.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances , " * write output.state after.block = add.period write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:41.303832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e767800-5230-44b9-9b4f-72c165d1f2e6 · outbound
This paper cites write newline.
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:41.336831Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b964ff3-0a69-4d78-a881-b9abbb636422 · outbound
This paper cites A.; Scheidegger, C.; and Venkatasubramanian, S.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances A.; Scheidegger, C.; and Venkatasubramanian, S
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:41.384294Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5620201e-8863-4e7e-b56a-9766b79aabcb · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:41.446938Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa42a2c2-ab5a-42ca-9a8b-c41f835c463d · outbound
This paper cites Challenges in Measuring Bias via Open-Ended Language Generation.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Challenges in Measuring Bias via Open-Ended Language Generation
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T19:47:51.079946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0c0a1e16-7823-4ba9-95a2-d008ad683cbc · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:41.564968Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9406c533-8772-4dcf-9d9e-1e8c83a938ba · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:41.604687Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aace35b2-c0de-4f05-bd02-f92d40285e79 · outbound
This paper cites A.; Brubach, B.; Desmarais, S.; Horowitz, A.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances A.; Brubach, B.; Desmarais, S.; Horowitz, A
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:41.665166Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03347433-d0d5-4454-be6d-580b9cb8667a · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:41.730234Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 521cb289-8901-433f-b012-3c4dd1e2a148 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:41.817567Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e64a457b-1a37-45fb-a64a-355832d3bfb0 · outbound
This paper cites K.; Dey, K.; Hind, M.; Hoffman, S.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances K.; Dey, K.; Hind, M.; Hoffman, S
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:41.891584Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d58b0832-5736-4178-be60-518abd9cbca0 · outbound
This paper cites Troubling Taxonomies in GenAI Evaluation.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Troubling Taxonomies in GenAI Evaluation
Reference 12
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T19:47:50.886684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bf48a49d-70cd-40d3-96ad-69632cca90fb · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:41.991548Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 355b2f6c-50a4-48af-9bdb-0ab5c3e702e4 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:42.041777Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e6bb505-b43e-41fc-bae8-54b17ab16aa5 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:42.135891Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 968ce9a1-1c75-4780-8b2b-a0bcc3c2b9a4 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:42.250867Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28aa6aeb-05cf-40d9-aa3a-34e014562d5a · outbound
This paper cites L.; Lopez, G.; Olteanu, A.; Sim, R.; and Wallach, H.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances L.; Lopez, G.; Olteanu, A.; Sim, R.; and Wallach, H
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:42.367017Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25035bbd-107b-4cc9-adc5-3ac8ffcf1397 · outbound
This paper cites On the Opportunities and Risks of Foundation Models.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances On the Opportunities and Risks of Foundation Models
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:42.530533Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2626b52-3e22-4c6d-ae11-2ec339274c02 · outbound
This paper cites R.; and Dahl, G.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances R.; and Dahl, G
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:42.614819Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fa2fd84-4465-4c0b-9bef-7d0748e2b410 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.318285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a728476c-c216-4fac-980f-90c42982e86f · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.308011Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 33654590-2876-4883-b14d-25a24b23d429 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.297309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation af6876f6-c484-4e59-9825-bebba693732c · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.284679Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7c6f5834-0c92-4a10-9071-75a89bfddc77 · outbound
This paper cites A Shared Standard for Valid Measurement of Generative AI Systems' Capabilities, Risks, and Impacts.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances A Shared Standard for Valid Measurement of Generative AI Systems' Capabilities, Risks, and Impacts
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:42.986492Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfd9d2ac-b51a-4bd8-beb1-d933afaf025e · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.272528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 52c05611-c009-46b8-bf49-9ed841ac038a · outbound
This paper cites D.; Nilforoshan, H.; Shroff, R.; and Goel, S.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances D.; Nilforoshan, H.; Shroff, R.; and Goel, S
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:53.259396Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9e89c551-aeb8-4610-a6cd-4745634ebc18 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.242754Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4241a15a-317c-4ca0-94d1-b2f9f1e33108 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.229581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d104ffb3-001c-4573-b468-79abba83b75c · outbound
This paper cites L.; Madaio, M.; Daum \'e Iii, H.; Harrington, C.; and Wallach, H.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances L.; Madaio, M.; Daum \'e Iii, H.; Harrington, C.; and Wallach, H
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:53.217587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 735c7da6-e59f-4af5-9c5f-e8eab208a2e5 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.205348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f367ffb9-27db-44ac-9e7d-4cc2bef47ecd · outbound
This paper cites L.; and Talat, Z.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances L.; and Talat, Z
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:53.194425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8f9ca003-e8cc-4c0a-a8c1-891e0a573edb · outbound
This paper cites K.; Calders, T.; and Berendt, B.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances K.; Calders, T.; and Berendt, B
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:53.183920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c3d095df-2606-451b-acec-975145b905a6 · outbound
This paper cites H.; Yildirim, N.; Chang, M.; Eslami, M.; Holstein, K.; and Madaio, M.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances H.; Yildirim, N.; Chang, M.; Eslami, M.; Holstein, K.; and Madaio, M
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:53.172689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d7b15599-4772-4f4c-8e61-f26f37ac9c47 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.162492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cd53ba1b-1654-49a6-b168-e6783eaa7208 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.152620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b99568bf-ffc5-46ae-a93c-e0a997c9782f · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.141640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a2db39ff-98f6-4006-a51e-1b00d5d75180 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.130516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 768fe598-a15a-4847-8b9f-2d68b2d810ec · outbound
This paper cites L.; Klein, D.; and Talat, Z.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances L.; Klein, D.; and Talat, Z
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:53.118117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b68acfc6-2a9a-4b7e-be0e-5e362189379f · outbound
This paper cites Examining Gender and Racial Bias in Large Vision-Language Models Using a Novel Dataset of Parallel Images.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Examining Gender and Racial Bias in Large Vision-Language Models Using a Novel Dataset of Parallel Images
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:44.314915Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64d27567-b1da-4fc9-a954-f724550a9e0c · outbound
This paper cites A.; Scheidegger, C.; and Venkatasubramanian, S.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances A.; Scheidegger, C.; and Venkatasubramanian, S
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:53.103628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation eaa651a2-baf6-4ee2-bace-2f84823d38b8 · outbound
This paper cites The Transformation Risk-Benefit Model of Artificial Intelligence: Balancing Risks and Benefits Through Practical Solutions and Use Cases.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances The Transformation Risk-Benefit Model of Artificial Intelligence: Balancing Risks and Benefits Through Practical Solutions and Use Cases
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T19:47:50.685535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c41aee77-7493-4f09-9c0c-493770793458 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.088504Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8e25be8b-1c7e-49f7-a053-985c30518cf2 · outbound
This paper cites O.; Rossi, R.
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:53.075681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8d27e831-6f66-470b-bec2-366f3ac1b999 · outbound
This paper cites S.; and Chouldechova, A.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances S.; and Chouldechova, A
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:44.923449Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b2b9dfb-bada-4597-a703-69803034cdcd · outbound
This paper cites Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:45.039922Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 345a2fc4-bef9-411f-a2a7-75ac4ce10575 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.063363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b99f0607-5bde-4907-983e-bf5ae46662e4 · outbound
This paper cites Gaps Between Research and Practice When Measuring Representational Harms Caused by LLM-Based Systems.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Gaps Between Research and Practice When Measuring Representational Harms Caused by LLM-Based Systems
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:45.252044Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f60d3f9-50af-405e-9a5b-d4f9210c3737 · outbound
This paper cites P.; and Krause, A.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances P.; and Krause, A
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:53.053360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f8a09bef-58a4-407c-968c-478ed09c3ecb · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.040276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d1dbfb48-0e28-4dfc-b782-89127dde50d7 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.028722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1fb4aa5a-d88f-49f3-9fb5-233a87b8bc6f · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:53.016669Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b26c4dab-76c6-481c-8d7d-28712716397c · outbound
This paper cites L.; and Luetge, C.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances L.; and Luetge, C
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:53.005610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f8269d50-2fd9-475d-b53c-1374664a32b7 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.995545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 12f85423-183a-4a23-a823-15d744104d45 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.984626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d3d8cf40-7deb-4cb0-a3d7-47fe18a7c49f · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.973122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ef4bcd0c-7197-4e1c-8ac3-ff6ed3436fc7 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.962771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 177c433e-6d18-4fcd-b0fb-084e869ece8f · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.952535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 782c069a-01c9-423f-b282-1f3988cd5499 · outbound
This paper cites A Survey on Fairness in Large Language Models.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances A Survey on Fairness in Large Language Models
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:46.196103Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a4bf49c-402e-4618-9f6d-3ce0e18e69a8 · outbound
This paper cites Holistic Evaluation of Language Models.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Holistic Evaluation of Language Models
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:46.292328Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c9e0a5d-1036-409b-90ef-89a866aa792a · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.938244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f650c0da-1250-4734-b8d9-f5d51213e267 · outbound
This paper cites ECBD: Evidence-Centered Benchmark Design for NLP.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances ECBD: Evidence-Centered Benchmark Design for NLP
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:46.544145Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b77f4dc-f6d9-47e8-8e39-b1ec32adbff1 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.921839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4a14c0d5-175b-4f27-b6d2-5ca57b654c21 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.908476Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5295273f-0467-4ff6-b2e9-19d59ee09a24 · outbound
This paper cites A.; Chen, J.; Wallach, H.; and Wortman Vaughan, J.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances A.; Chen, J.; Wallach, H.; and Wortman Vaughan, J
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:52.896733Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 753f5e68-a96d-4bfb-a48b-98c47059e72f · outbound
This paper cites A.; Stark, L.; Wortman Vaughan, J.; and Wallach, H.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances A.; Stark, L.; Wortman Vaughan, J.; and Wallach, H
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:52.881469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b008048a-b429-4959-ba18-aad2dfb8eeea · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.865146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5517017e-7c02-4160-95bd-3685e59ca4dd · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.850857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 84f7ff70-0a96-4f08-a212-1cedb6719262 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.833730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a3db6767-da9a-489c-8a59-30064be132e3 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.819568Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 94d38750-a266-4f8e-a359-6bbc8ee9f6f8 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.805743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3711d2ed-3d23-4920-a10f-a212be66249e · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.791760Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b803ffb0-0fee-4744-81cb-a06a561b2ac4 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.779250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e42759b5-e551-4b75-8fe1-7682da6f352f · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.764934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2f05e24e-b421-4f01-914a-ebc607a1192b · outbound
This paper cites D.; Denton, E.; Bender, E.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances D.; Denton, E.; Bender, E
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:52.749884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f8cbbc8e-b733-4d65-8f2b-dc1e2097be94 · outbound
This paper cites Exploring the Relationship between LLM Hallucinations and Prompt Linguistic Nuances: Readability, Formality, and Concreteness.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Exploring the Relationship between LLM Hallucinations and Prompt Linguistic Nuances: Readability, Formality, and Concreteness
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:47.899051Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25631a3c-f388-49cf-b8fc-e7713770243b · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.736219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cfde11f8-b9de-4542-8bb3-075f6e287cff · outbound
This paper cites E.; and Trannoy, A.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances E.; and Trannoy, A
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:52.718911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f9442566-88ee-4551-a4d4-d8d9a2ec02fb · outbound
This paper cites Towards the Right Kind of Fairness in AI.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Towards the Right Kind of Fairness in AI
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:48.220494Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac6aed0e-7815-4cd8-963e-1e5d65cce1d1 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.702495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 07ff4b01-0659-4989-b930-c8af9e172efe · outbound
This paper cites Aequitas: A Bias and Fairness Audit Toolkit.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Aequitas: A Bias and Fairness Audit Toolkit
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:48.460933Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3c3b176-8f70-459f-959e-8bc5a0e3378f · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 81
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.680819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b9d05ac2-106a-402a-9e8f-d9a67d27a5fc · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 82
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.594780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3d23bdfa-b315-41e3-b935-c83f94904845 · outbound
This paper cites A.; Huang, K.; DeFilippis, E.; Radanovic, G.; Parkes, D.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances A.; Huang, K.; DeFilippis, E.; Radanovic, G.; Parkes, D
Reference 83
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:47:52.414805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 94914c96-874f-458c-b365-bfbfc439606a · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 84
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.232163Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7489d87e-7caf-4361-a41c-9e8eb475cc6a · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:52.009544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f2c0fcd7-f6e7-48ea-bc80-eea567de7dbc · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 86
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:51.891177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e87714c9-5230-42fa-b605-4ca05ff1147b · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 87
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:51.657599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 23134ee7-8d91-4f89-98e8-16cd47cb6399 · outbound
This paper cites The AI risk repository: A meta-review, database, and taxonomy of risks from artificial intelligence.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances The AI risk repository: A meta-review, database, and taxonomy of risks from artificial intelligence
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:49.136261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec3b74c0-76c0-4f1b-a5b5-5a7896c9135a · outbound
This paper cites Evaluating the Social Impact of Generative AI Systems in Systems and Society.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Evaluating the Social Impact of Generative AI Systems in Systems and Society
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:49.258993Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bd9535d-8cc2-4c8a-af6c-81b54b64ad49 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 90
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:51.454881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2c97c0cc-c696-4c0b-b594-a0669ea2943a · outbound
This paper cites Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:49.516194Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebffc4dd-bde9-4521-8394-ec3c846f83a6 · outbound
This paper cites Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs
Reference 92
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:49.653189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7cfbd7a-68c1-44c8-afab-0d7e4cfacf49 · outbound
This paper cites Holistic Safety and Responsibility Evaluations of Advanced AI Models.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Holistic Safety and Responsibility Evaluations of Advanced AI Models
Reference 93
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:49.716375Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b973ad6-b883-47bf-a536-559b06e27047 · outbound
This paper cites Position: Measure Dataset Diversity, Don't Just Claim It.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Position: Measure Dataset Diversity, Don't Just Claim It
Reference 94
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T19:47:50.177138Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5a5eeb3d-ad4e-4eb4-807a-a8526dd0d0aa · outbound
This paper cites Don't Make Your LLM an Evaluation Benchmark Cheater.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Don't Make Your LLM an Evaluation Benchmark Cheater
Reference 95
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:49.856525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05caf2a9-da28-427e-bb99-41f7af37cef1 · outbound
This paper cites an unresolved cited work.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Unresolved cited work
Reference 96
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:47:51.272947Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.