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Paper Citation Record · LEDGER

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap

As of 19 August 2026, this Paper Citation Record lists 100 of 117 outbound references and 1 inbound Pith citation observation for arXiv:2508.11067.

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

pith.paper-citation-record.v1
2508.11067 v1

Coverage vector

measured 100 of 117 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:33:42.847178Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:30:42.219421Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T17:30:42.253133Z

Reference resolution

100 of 117 outbound references displayed

  • verified exact1
  • verified fuzzy11
  • unresolved88
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4fa38b4-ec94-4ee3-b634-5b7c20ed0636 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.212694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.212694Z digest=sha256:d9c3ef64b2edeaa3ca380d1178f7f9bb3f0400b9f0b1a4bf995ce4288bcf1b71

Observation 350ef833-1096-43a7-923c-23bd43a77a4d · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.221649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.221649Z digest=sha256:02160e502114995b9797abf67f6c092ecdd2abb8103d07994dde360a9c8fbf35

Observation dba695f3-822b-4f32-abf0-0ffe03f8eda0 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.230512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.230512Z digest=sha256:a2658545a6790491c0e51170fef1ab12eb24f3e60a3c88378b40af3582d56d87

Observation 4ca1a06c-ebc5-494c-9640-520a2d205eb0 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.240681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.240681Z digest=sha256:4b6a982bc3cd67e003c4d742b41569b5fe72b2c176b3a0594dca85315eb64d66

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.246641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.246641Z digest=sha256:15691450568f82e70b8fd2e189bcbe2c5d572fb6ee997d6a012940f5875c5236

Observation 213f2ca1-5965-4f47-90dc-638f50ec0504 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.255778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.255778Z digest=sha256:b4a161f96705a8f11c5c12d26f6b243114ee559f3f31f96211e9fb6770104def

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.269726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.269726Z digest=sha256:24a0f9b7e44a992d957567795b864ba6baebe07eee2495719023103943cb87f9

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.276201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.276201Z digest=sha256:e686b1c4628e323f7cd86d76e49b5833f8bac057c1577437cd2b7f72969d45a2

Observation c058eb12-7ed4-40df-b152-ac3c2e82cf55 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.283591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.283591Z digest=sha256:1c08afc2a3174be7f05b9a7686d9c515095a3f028a67c7c03b2f1bd64e7014e2

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.290066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.290066Z digest=sha256:f7e6eceadb5c76af183a54e04a2f483de45def9192e268e825882a2fcacff160

Observation c9c696b1-86cf-4799-9c32-ffd09fb53198 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.295624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.295624Z digest=sha256:f8727daf433888dcf5f5ba236f3351c01f0b9dc15cb045c7dd1623560dc61a3b

Observation e69c91d4-d3ff-44d2-975f-af2aedfaedc1 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.301451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.301451Z digest=sha256:c8d6cbd43b04736884b27957d05b58f0bbaea7d211f58b3c9c030213183ef6a1

Observation f18abc8d-9556-4909-8923-288828fe76f3 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.306619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.306619Z digest=sha256:f1711b132d358b791aafb04070d539de5bee7416c9db289904ddf520b8376786

Observation 2ab3f9eb-fed1-47d1-aead-84ce28bcfe2d · outbound

This paper cites Brown, M.; Flowers, J.; Ventresque, A.; and L.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Brown, M.; Flowers, J.; Ventresque, A.; and L

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.311680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.311680Z digest=sha256:4d13cba7dbf1ea58afb47f6b76663d0bf7da1cabdc49d01ec4854a9a81a4edbc

Observation 4c9caa2a-5283-4e69-91fd-cb79d752229f · outbound

This paper cites M.; and Nasrabadi, N.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap M.; and Nasrabadi, N

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.317826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.317826Z digest=sha256:a552107f376fc047d97dcc5cc251f27f5c39981f0c152ec9b75f248b54c384e7

Observation e633883e-b913-4194-9ddd-1a758e6bafd4 · outbound

This paper cites L.; Barocas, S.; Daum \'e III, H.; and Wallach, H.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap L.; Barocas, S.; Daum \'e III, H.; and Wallach, H

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.322821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.322821Z digest=sha256:1c79945ab0768914a9695e582f08e35c673fe8484a5e85cbec24bea692963a60

Observation 7d8dc2e6-ca81-434d-a972-10eaef3fd22b · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.327965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.327965Z digest=sha256:ac97eb24c242bd0ba1b9a9cb3420b46ee4aed69cb7771db5a327fb27c9b1f84e

Observation c2e92808-43ad-423f-a931-f326669cee6e · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.332598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.332598Z digest=sha256:daf164841aadb2f61f36641b50895084fe2e5b050919a981c95cd5b27329762a

Observation 89902b1f-a5e3-4c4a-a8ea-20cc346f74f5 · outbound

This paper cites gap between AI implementation and operation: ``data awareness.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap gap between AI implementation and operation: ``data awareness

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.339345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.339345Z digest=sha256:c6c1c98573ca6c3a1ee0740cd4efe6af94ad52448249f452043195e619e3bcae

Observation 83cd5eb1-29ad-403d-94db-f3f9ad849207 · outbound

This paper cites J.; and Narayanan, A.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap J.; and Narayanan, A

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.347428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.347428Z digest=sha256:0cabd314b4ac6dded7209cacc58e00e8bda21b7039404bb3b325bc5114d78d50

Observation 1a6c9554-f5d8-448d-b25f-3469d7b77adf · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.352841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.352841Z digest=sha256:a8911981ee2a24ca6fe615a8789632289e0930e7df8574e4f8544f64ff16a634

Observation 1703fa56-7c00-461d-82cd-6cde903242c6 · outbound

This paper cites H.; Chen, S.; Liu, Z.; Jiang, F.; and Wang, B.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap H.; Chen, S.; Liu, Z.; Jiang, F.; and Wang, B

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.358742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.358742Z digest=sha256:d3734ceb6310ab3b03fcc9e655ac2fd9bd5b7ae221d13c04f8043fe4137c8ee7

Observation 2a6c4aa0-3da8-43cf-95e6-cf79982782da · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.365006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.365006Z digest=sha256:a7743eb83638bbde208aec3441ad6bbc99fe19a2c8f8954327529a44d358b0b1

Observation 20c9127e-f540-49fb-a7f6-20b9320fc4ce · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.370822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.370822Z digest=sha256:befbfdd80afcbf3a6f9dae4deafc4e085bd44da8de2f547997affd034059a3fe

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.375984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.375984Z digest=sha256:c271038ebedc1e8959433fa6f69dbd1ae794324226a5a19ef069c924c2994063

Observation b810e16d-0752-4a49-aaf4-a47e89852e0a · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.382260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.382260Z digest=sha256:41ab3f08b014c611616de09ed000d876e9c40945b655682963fd3839163fb636

Observation 3da643dd-8d71-4e1c-b92d-aed0f0613942 · outbound

This paper cites M.; and Srikumar, V.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap M.; and Srikumar, V

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.391483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.391483Z digest=sha256:4db4e6e54dc630ba0d7a2d90fdcd389880b737a8fc93ed75e4bb55f28fe2bf53

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.398370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.398370Z digest=sha256:c4ad237ea0b93fb11bcbc4f6619bce36000e1039a27adc1fcd7129aa7dfee01e

Observation 20b9c7a5-afdb-40ee-a777-28d2e557c023 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.404756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.404756Z digest=sha256:9b61515e89ebb409ef45ab2e48422accdc50bd5a635dd8bd86a712f2ad3bc082

Observation 2847eab9-a928-4d70-82bf-e9034892233a · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.409939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.409939Z digest=sha256:785f9dfebe9d11f3ac60577ca02ff9f41f228881b02f0557dc2fd51626ba4c2c

Observation 534bc633-059c-40bf-a7a2-dd9b8e3c3b3f · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.415773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.415773Z digest=sha256:d7d13ecd9450eabc21ca0381502fd5d0be9b9f523b8dfe3098f242344bac5382

Observation 7d7c550f-fba8-4229-a161-62b1dd90e496 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.422955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.422955Z digest=sha256:9359db3b1835d6a8517cfee0d4edb545b2c0d2e260b81b68e56614f5314e391f

Observation 28a518e0-df21-4fd6-bd07-5c4568611879 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.428008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.428008Z digest=sha256:a1c41d5d5057cee34c2ae25966197689a9a1c2a5bae667820d47d21f68b2b6d9

Observation 1713165d-23a0-4efe-8e23-bcdbe499f822 · outbound

This paper cites R.; and Einarsson, H.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap R.; and Einarsson, H

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.433698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.433698Z digest=sha256:575287a52dc37fb1d85aa223a6b8ef2fccea4d07f29c7efaa533e0ee01d3729d

Observation 19d40fec-21f4-4444-b415-2acc9b67e5e1 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.439766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.439766Z digest=sha256:86bc4cd05dc9b686f1c0b6620751aa5cc8e7a739e00d50793a660ce70a729700

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.448825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.448825Z digest=sha256:a10fbf14bff6973259caf1932676adc7f54c7febdd532198299185511967394a

Observation c3e81c3a-0771-430c-9f6d-01bcce3daf3a · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.456688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.456688Z digest=sha256:d450511869e121b38cd80ae47a85b7b01f7330f212be421edd7bf4f49c49d54f

Observation 41ad1c20-cf31-4792-999f-9165ba78ee84 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.462092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.462092Z digest=sha256:acfd08fbf3e7a45f16de7c732c2b59eea9aaf668a17557a90aef42af665ee967

Observation d33031ea-b693-4f05-b466-d9cf5d1e6714 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.472928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.472928Z digest=sha256:c41c8e12f14346656850475ec8bebc3632079796a54ff077182a0cbc94e10a95

Observation 14435203-c5ff-4763-b831-71c30155ebea · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.479943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.479943Z digest=sha256:9c11547d554c722e6f0c5f34c412d46d1f7ac0191e2539fac6fd99715c1ba4aa

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-15T17:33:43.086881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.486339Z digest=sha256:cfbc3b0b5869c803ac48e1c7ad64bf3ee6f450c3282afdef47148d352b42d4dd

Observation d23a1715-6b75-4d1e-9486-5d359d02ca89 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.608915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.492282Z digest=sha256:3976c824f5fae42b2d6b1703627fb9d5974d118bb31748b5229f1a11716c4ad2

Observation f5099999-bce4-4e82-a773-f919136705c2 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.589141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.498031Z digest=sha256:4329bfdc615083efbdcea8c43acfca5fc0e5fa1a43ce83e3345028a9335916e3

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.504405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.504405Z digest=sha256:25fb1686782cc0ca0ef361f5740c56a5e79ee82bb44c2d6a83c0226a00a7fb58

Observation 4660b770-740c-459d-ac8d-34ace97b8eb5 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.571753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.510809Z digest=sha256:196fc6f78d39b676ec71d9f752661c612381f99277733d45f3d6e799cb924ec7

Observation 300a6408-aca4-4f95-8e3d-4fae7b79cfb9 · outbound

This paper cites N.; Wilson, S.; and Passonneau, R.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap N.; Wilson, S.; and Passonneau, R

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:44.552493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.515947Z digest=sha256:f39cc42f478e79eeecda70614aa77c4f226a2e9d63fa30a467d209f9270b1a2c

Observation f38be1c2-416b-401f-97f0-8525b51a7149 · outbound

This paper cites M.; Gon c alves Abrantes, F.; Zhu, H.; Sodunke, G.; Shtedritski, A.; and Kirk, H.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap M.; Gon c alves Abrantes, F.; Zhu, H.; Sodunke, G.; Shtedritski, A.; and Kirk, H

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:44.531288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.526655Z digest=sha256:cc55527568391481e5342a4fef118dd965bd03d7752230376e8c95de9ef9d3b0

Observation ddc3a284-1d19-4ecf-a835-ac29869a3df5 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.510883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.532543Z digest=sha256:589e414052e548ed6985fbd768eb029b70c2437c08d3a3e7b103962b95427c72

Observation 37ab08c0-8b6f-44c4-b2bf-bb8ababd8e2f · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.487602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.537409Z digest=sha256:bb716e2a3bffdfcab93a3eaa1719863c363862204d7e6430ca2e64ef9cb7a26f

Observation a13aca83-fac9-4743-9ab5-7620879be2c2 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.466149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.543677Z digest=sha256:062e68dae73e5fb98306bfa5dc976daf12a4db8b053699c194a9f483b259265a

Observation 73b3c999-3010-40cf-9266-c7db5fbddd69 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.446846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.549434Z digest=sha256:ecd8c1ece47c530c04c62636bda1889f5572f32d5972a680d026c916b6c5ef8d

Observation cd469ab3-c41e-492c-bd11-34e90986b87a · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.430503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.555149Z digest=sha256:4ab70836c4f7d5587d1945c73548c6e7a0f3750bbea99876455762d40c435d8a

Observation dc3d9a96-e38c-4903-b28a-d53b6163fd23 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.411960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.561465Z digest=sha256:6c66ef3bd578168e7af9eb48416b20a2551042dfb76edebac184807c99994d0a

Observation 3e391347-9c88-4341-8901-fa9a648c10d9 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.393180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.567384Z digest=sha256:1b9672aae2c1f27aa8ad9d285e3086f66e67a1a3398a0ffe5dd5cc5edbb463c2

Observation 61bd3d62-4796-43c0-996d-e2a114c7d932 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.374240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.572817Z digest=sha256:ad3012029d55caaaf02bc1c922208e0ad254a60e43cf5fcdaa14457bf6ef8a4a

Observation a89a277e-1948-4bef-8931-04cb650803de · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.351705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.578595Z digest=sha256:60aac663afd111c40d1d3e8439b3afdc6b70fe3b9aa0d196ec756a195524a5ba

Observation 80959606-bb4c-4d15-8793-3fd90d75b646 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.332692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.584578Z digest=sha256:d80c451ca8f642a1388f10359ba0c797293d4aaba4ed8ca2d5e9bbfffac56591

Observation 9c3590bf-6e19-4bf7-a3da-58418a30e3ed · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.313592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.591195Z digest=sha256:3c887a6ddabb6d84dbca5a222db58d96d9cc26a68d2acda95de2edce4c3cfc6b

Observation 344f2511-4223-4256-9d7e-95702ced4e0d · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.289032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.596754Z digest=sha256:088225c49f91eb18c1eac2d3855983cb3a69178a4052f109a9221e35f0c8f379

Observation 932482cf-1705-47d6-a1ed-1a2f4edfe1d4 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.269299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.602654Z digest=sha256:9b324f650fa43846c3062e47989eca9af4c2c4b3d8abfc5ee51082a89da0fecc

Observation d21b8237-733e-46ac-8d60-af6a81174625 · outbound

This paper cites R.; Jun, Y.; Volpin, F.; Iqbal, H.; Benussi, E.; Dreyer, F.; Shtedritski, A.; and Asano, Y.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap R.; Jun, Y.; Volpin, F.; Iqbal, H.; Benussi, E.; Dreyer, F.; Shtedritski, A.; and Asano, Y

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:44.251041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.608098Z digest=sha256:4b72c0e897d32328949ac1a94867b7437304e2375476ad1ae3b59a021e870d4e

Observation c4371f6d-e6f3-461b-bb9b-f8f17fe00671 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.226373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.613240Z digest=sha256:b34d1638246c255c159f0f1d7527573f9ee532fcf0974ff71a1b1cbc0fb943ba

Observation f67765a1-94ae-456d-a8b9-1b789be553ed · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.205516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.620517Z digest=sha256:be3cf06bfde45cf9bc24c98b2320d0a4d456925c7883757977d0e5d201d49955

Observation f150abf6-7661-45cb-a247-73d40247229b · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.187378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.626514Z digest=sha256:ec633e12c3f4bd1de7a166db15eab99e7ffd781bced2bfdca96f0b971ae509bc

Observation bd82685d-6d41-40e7-946f-f8527e059be4 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.167500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.631806Z digest=sha256:6e48257d1e670929866d0a42be081ec3645e2c6b89b0e8547c0063e1562dec5a

Observation bdd528a9-b530-4116-a3c4-b6eb13440495 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.147225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.638441Z digest=sha256:d388ae280442ec89e1e215ad6cd0b43e48fb237bdaa3d6f789f1aa90f2753c0d

Observation b74547af-1b5d-4a84-835b-5a0b8b1da5ac · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.128514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.645997Z digest=sha256:38949eeb145ef12e54fdf3bfcf4b50e017739392261dc9f7e9703d15425d977c

Observation 05028d18-a6ca-45a4-b39e-432196cd5aaa · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.110078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.653245Z digest=sha256:69553bc7434e8dcda34f854c82f5a7482205e818937498782c3bd0ed6f69b6e5

Observation f898375f-2205-4785-b927-98b3281c7386 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.092125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.659056Z digest=sha256:b7c71a61e30bc71b26652631fae36c24ec1c285b5a7186f70709dc0d98031c9e

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:44.076134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.664516Z digest=sha256:99aa046cb727e59b621ae8b2d2d248922a03d1ddad4e4a3cb92743d65c599f31

Observation 4bd42dbc-42ad-45b3-872e-611ca94aaec9 · outbound

This paper cites accessibility research.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap accessibility research

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:44.054657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.670716Z digest=sha256:1e0842c1be0ffcb85e45558ebfe530339bcaeeb2459df1ab25fd52772cf46b81

Observation 1503f64d-ea94-409b-b2bd-597d9eb657bd · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.036827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.678246Z digest=sha256:46aded84d2abb5f2f386f554a9856d7a1b933f4d0869663a0caf38b8c59fe2d2

Observation d5f55dd6-69c8-4074-bb7b-c2d492198f75 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.018875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.685384Z digest=sha256:0357b0319d0f4d4331e30e982b4fab6a210d480f45706bd066f75baff22397b3

Observation a80fe41b-e856-4c01-a027-6362d85c79fc · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:44.001964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.691546Z digest=sha256:601db34e0f835f33cdb118c7996f4ddad2b8f13228f79ae8fc6dab22fc7a496e

Observation 1dbff925-112c-458c-b708-278a0141aaa2 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.983942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.698459Z digest=sha256:6ec599998a218a6044ce915111ce20f274ed4fbfdc103047581c511489966462

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.704930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.704930Z digest=sha256:2ca02a6f32ab0a3797c7cc82141997f40e94580c9aae5b71234c3ddb03878c6b

Observation 37d2c97d-8ea9-45e8-98c3-c6363049d862 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.956626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.711635Z digest=sha256:a3db93c7a61e1bb5699fa0947193cfe6db603c9f505c7a4ad1b6e0190582bfbe

Observation 7838e5a7-b3ba-4bbd-97cf-852caab04b13 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.940600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.717116Z digest=sha256:640162701c3e4fe69691d0055cc6813773ac4bba470992ee7f8412b98e8c1cf5

Observation 5ab49abe-25e4-4614-bd45-500439b9600c · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.922465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.723017Z digest=sha256:4b4bb1a61ce60401979b092b43f37313c94c975cd2a4c45f0c57af5963b89aa8

Observation 88cdc3ed-267d-4921-9b6d-b368499cddaf · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.902562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.728691Z digest=sha256:c06393add0c9a0c9feb8573fc4997f2f92b9440a6358499fefe96fddeae281c1

Observation a0de038e-cc14-440a-87b2-b0e4ea5036f6 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.883215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.733783Z digest=sha256:609e12acd97785371ab2d63645abaa96d4588dd1bd5ca3f8b24a886ca5dfce16

Observation f7c099b4-a6d3-4f2a-a9cc-beb07eb25de6 · outbound

This paper cites Y.; Schroeder, H.; Smith, K.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Y.; Schroeder, H.; Smith, K

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:43.865049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.738695Z digest=sha256:692baca1cb2f37ac7254ca4c00841c156f709e74d9b9ae10d2233643b7d2b796

Observation 82b12a0f-f36a-4dcd-ae3f-f6891c715d22 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.842467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.744372Z digest=sha256:c422683a5ff93181aa2a90dcdb33963b2ec36b35122e7b087f15039affe3f7cc

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:43.817782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.751267Z digest=sha256:937738d7286c982636414c5c11256c37dd5e8ba975809c43eccc1f503d9e38e9

Observation 8e017c88-fa09-4cb2-9f09-f3a439b687da · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.757290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.757290Z digest=sha256:7d8110109570075f38c351b8d48d9e9fe5ce4b870ca8dda5d4e3d0823820ef6f

Observation f360d21a-aa78-49d7-a0ce-34e45537591d · outbound

This paper cites D.; Smart, A.; White, R.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap D.; Smart, A.; White, R

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.765547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.765547Z digest=sha256:63229a46547267b23ef80e54bc0019480f9bb4b865fcade6e468f0edfc74c991

Observation d2e64f1d-f78a-4493-b3d9-5913f40cca6b · outbound

This paper cites S.; Venditti, D.; Onorati, D.; and Zanzotto, F.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap S.; Venditti, D.; Onorati, D.; and Zanzotto, F

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:43.773376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.771702Z digest=sha256:31801b4082c7847287dfa5167eb8ec3f2ed37e046007e39a907da1142223814f

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:43.755521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.777783Z digest=sha256:b5a6f8af4fd3bca5035026fb10f42d5871302affc4f715a0ce20b787fccb5d18

Observation 91ada501-7c82-461a-b2c2-be205dd0f9e6 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.735296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.784025Z digest=sha256:cd9995b0d95fd54c097bd768edd2e9e47263f4d7b1d2250a492048ddde19dc43

Observation 82ac623d-aaa8-4072-acf6-bb20d732d8f8 · outbound

This paper cites S.; and Chakraborty, T.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap S.; and Chakraborty, T

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:43.704254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.790161Z digest=sha256:4ff3ccc305dc15968502649c632f82e2cfb359748c95aba313467ccc39db7277

Observation 64b5a45f-ab99-4274-b6f9-a6388e565127 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.677496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.796784Z digest=sha256:da2dfd46776b0eddc83e06d7c78fe96237ff7b160d24f2b864b95cae79e85313

Observation 506cfa1f-5f47-4701-bd21-ef0324f641dd · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.656294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.802334Z digest=sha256:9f3699ba4c855ffb2b2cc17b307b7d78c2d4d0fa6d28588acdd68f504b468552

Observation c081fad2-1b3e-43a0-b8d6-f1acafa39032 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.636877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.807887Z digest=sha256:45275ded6241e71b87ff3a6e01f03573cc0556ea2c3e053d619a3d6db78331e6

Observation 287695d0-a002-407d-940e-16f6f5f9ace8 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.614488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.813713Z digest=sha256:38b5615977d0258d484c1b46d957bc5f53646392f20ada28667036c42a7eb03c

Observation fc84bfc3-0e85-4067-95e0-3db0ad1da789 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.594059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.818349Z digest=sha256:aaba65b1872ad40e6e19f64489e8fd637bf6b6a9c0877d7f5e7152de665b5222

Observation 0bfcf345-1afa-4cba-a186-07b4a7af38d9 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.568573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.823834Z digest=sha256:1ba30e7daefaff6a11199d281d0dfb9e5da3127572b090a14d2d35015093a439

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:43.549002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.830663Z digest=sha256:90ec240109d0ed82c64fa9cb4c7ad27a4130fb34b716df3de979ed3a70ab27cd

Observation 742f03c6-dc01-442b-95a0-2af04957aff8 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.528701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.836917Z digest=sha256:e4e7bcf4dc4cc7de89ee6075012b33e7361a6a72fa3cde4f0105cd0484b34290

Observation 27948fe4-b592-45b0-956d-5535022bdecd · outbound

This paper cites K.; Pasquier, T.; and Crosas, M.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap K.; Pasquier, T.; and Crosas, M

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:42.842409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:33:42.842409Z digest=sha256:83f200d7d90f183a47ba415c3a59a5c5d238726291906595433857c306436cbc

Observation 7200136a-5b2b-42a3-942e-2f7eedb2e947 · outbound

This paper cites an unresolved cited work.

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:33:43.487457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T17:33:42.847178Z digest=sha256:86851433dd274fc7740ebc599d519a5a4d3dbb566a7fe2e58ba6e12a16ae80a7

Pith citing papers

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-15T17:30:42.261003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:30:42.219421Z digest=sha256:05270a9f0bd28f33f65ae197f0821afebe44b9d82c61077ef6a16023754a0d68