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Paper Citation Record · LEDGER

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems

As of 14 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 2 inbound Pith citation observations for arXiv:2501.01441.

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

pith.paper-citation-record.v1
2501.01441 v2

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:52:27.121208Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:03:41.362904Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T22:51:14.875344Z

Reference resolution

77 of 77 outbound references displayed

  • verified exact7
  • verified fuzzy2
  • unresolved61
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2ab2d50-d065-4e36-905d-bf55cfe70375 · outbound

This paper cites Alkhawaldeh, Ibrahim Albalkhi, and Ahmad J.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Alkhawaldeh, Ibrahim Albalkhi, and Ahmad J

Reference 1

Resolution
verified exact
doi, observed 2026-08-11T00:52:27.309869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.830143Z digest=sha256:a002d161bbc3c302dd214c7699bf169b0e35d62ee09b0b7fc3a7ee79372e4956

Observation 669dc074-f47d-4269-9810-3be721fd2b91 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.835225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.835225Z digest=sha256:da512532f929d58f7cfda14487f6b6f16e25f55d0baf6869e902d5e5e4c4a1b9

Observation 58afb751-02b5-451a-968c-e2f22f8a75c2 · outbound

This paper cites The Effects of Regularization and Data Augmentation are Class Dependent.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems The Effects of Regularization and Data Augmentation are Class Dependent

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.839262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.839262Z digest=sha256:2c87467f4d8cde92b8788997a3b6696aa5656c1d36b8ec2b3fff73fdf5c9328c

Observation a54b9f46-5ff4-4c24-be15-f5970d9c1753 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:52:29.405315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.843701Z digest=sha256:8cdd25bf8c192e109a990bca48a1e915b96dc69ec77e44e34641d9bc0438d814

Observation c685dcc8-2c1d-458b-ad0d-e9f371f44657 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 5

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T00:52:29.131137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.847581Z digest=sha256:4708133ae68fc4f082f9ef618deefceec5d7f337f2470001707b77c046087141

Observation 742360c5-051b-4672-9814-1829c39099e7 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.851449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.851449Z digest=sha256:8ef001e4bd7f9eac2bc2de9bfea6a57d66f76ae86a1beb8734ce24342c8c3140

Observation 5d24087a-0f17-464f-97b9-72a2deaeee6e · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 7

Resolution
malformed identifier
no resolver link, observed 2026-08-11T00:52:26.855647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.855647Z digest=sha256:35716a3081dd3cfecee4d16d76df6a801770c7062f4bff358582f635f980dfb5

Observation f5cb27f7-18ea-48fd-a517-1d3886c19bd3 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.859221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.859221Z digest=sha256:feff1a3eef24188bd58661339b0e4e064f21e17d72cd872ba7af78bbefb8721b

Observation a8412ac5-e675-48b7-8733-3e748c4544bf · outbound

This paper cites Lessons Learned from EXMOS User Studies: A Technical Report Summarizing Key Takeaways from User Studies Conducted to Evaluate The EXMOS Platform.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Lessons Learned from EXMOS User Studies: A Technical Report Summarizing Key Takeaways from User Studies Conducted to Evaluate The EXMOS Platform

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-11T00:52:28.813413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.862944Z digest=sha256:a204d188ebee9172ca768f70621c8ce732322356610134faec34b7f19565535a

Observation f968cfc3-d5b6-49f5-b78e-e2a743fbb4c7 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.867108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.867108Z digest=sha256:bba59f667b1101be67dfdfe1d5a7c80d130902c887f519f12799f0863477756f

Observation aef43f80-9989-4b09-a180-c51cd5b80911 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.870816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.870816Z digest=sha256:c71db97a836a7e6734644fdd0ddd034d83d5b27faad3fa5438d72ca2e9a35099

Observation 3e904549-2298-42d3-8bc4-941ec5265fc3 · outbound

This paper cites How Good Is Your Explana- tion?.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems How Good Is Your Explana- tion?

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.878104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.878104Z digest=sha256:3d74902e1b605b228890be5873563996e43c113b160325edac64f63f99bae445

Observation f905df60-6ecd-433f-b6cf-1a1b5e9aa77b · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.881550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.881550Z digest=sha256:99c2b16fb95becb58006fffea6c731212bdf0969220d48fe8dbcf7c58a707c2c

Observation e6182501-494d-4b76-b3a9-4d980ff9dda1 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.885937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.885937Z digest=sha256:55b248279c3a83c476ce1834cdff3eb3ef99b2ed7ae7bd56ef6e8c5529219a00

Observation 85d9458d-ecb9-4f0e-b380-cd1568c28ceb · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:52:29.393756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.889918Z digest=sha256:98d1dae59759d88ee31d3b0060c811c78946184879b4b9030b8d618738de0054

Observation da0eecaa-4474-4938-b6e5-8d84307352ee · outbound

This paper cites Elisa Celis, Vijay Keswani, and Nisheeth Vishnoi.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Elisa Celis, Vijay Keswani, and Nisheeth Vishnoi

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:52:29.381845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.893539Z digest=sha256:9e8985e6d3b4d7ef9930882f15325c00032614cc376e02204084aeec14bc7915

Observation f0469ecd-0276-4787-8fb4-98d74facac29 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.897417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.897417Z digest=sha256:7df4a3406d13119cb77a71a24598f2588a972f5954cf992d8aff681bfe892c8f

Observation e6feb628-fd75-4287-b5da-8285d040f72d · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 19

Resolution
verified exact
doi, observed 2026-08-11T00:52:27.284497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.901318Z digest=sha256:4bc8396449faa5ef387c96cf80923857bab408eb5cf52fa3a3837c4d8f566155

Observation 8cc4754b-4af0-4391-ae3a-5aff34541d4f · outbound

This paper cites Maxwell Harper, and Haiyi Zhu.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Maxwell Harper, and Haiyi Zhu

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.904860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.904860Z digest=sha256:efdcdfe2016eafbec14a68224cdec48b4445bde17802c6f3e13b80113652cebd

Observation a9aaa55d-721b-482a-a5f7-305914b71bb1 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.908213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.908213Z digest=sha256:e3743ec5b8674aa3028d97355fc153313bc4e0fdd07ebff1ec653dbc8db78c5f

Observation 9b40f0a6-092a-4d16-9845-e9f178a2bc2e · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 22

Resolution
verified exact
raw_fallback, observed 2026-08-11T00:52:28.409419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.911698Z digest=sha256:3623f368540fa005f3950d334c6df9d22c8c4591e023303eb887b623da493cd2

Observation 9f9cd1cc-e57a-4b2d-9d4f-d9c9238bb4df · outbound

This paper cites To SMOTE, or not to SMOTE?.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems To SMOTE, or not to SMOTE?

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.915047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.915047Z digest=sha256:397677b614e2223ccb4bac26ae1882f50137d213e68a2fece752c3948b37a0dd

Observation 2fac91cb-06f5-46ba-bfc4-830ff163cb31 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.918867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.918867Z digest=sha256:df3e9fefb857ba83c0f9390093eaa39dd47376a8e74319e31281cc5db0ef80d3

Observation 2749ca6a-d71f-4975-bff4-df958c96f416 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:52:29.369027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.922252Z digest=sha256:59336df9d4748b84c0941c64111a1e1da8cb1c5399ab1ea2c940b7cb9fdde98e

Observation 45b0ab3d-e69b-4344-82dd-ec17108fe2bf · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:52:29.357263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.925816Z digest=sha256:68b1ea45f9c6885f1cb5f30dfbadc95b3b3df295ab82494c4b2ea63dab0d9999

Observation 225f610f-b5af-4479-9f8e-fe10e7a73658 · outbound

This paper cites Robertson.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Robertson

Reference 27

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T00:52:28.218774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.929474Z digest=sha256:60951928299a9a8b79cc917dd7a34a503fdd1bd09137dd2b7d157108a51aab1d

Observation 216b6cef-5ab6-4ffd-89ac-fba2a6a0b6a5 · outbound

This paper cites Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde- Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde- Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:52:29.346361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.932956Z digest=sha256:f672c483c0b319bfbcbc47e435e7f0b521d2596fbca835a674838b2f41232604

Observation ac2f0b6c-76d5-4bcc-ac38-e1b1c182ee17 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:52:29.334560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.936879Z digest=sha256:a9afde930b31ee8a39cf0d4d4e84523f345ffd95f7ada8fc08c217845a62e05e

Observation 3cdcda13-2072-4478-ad66-dd4810d48750 · outbound

This paper cites Hart and Lowell E.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Hart and Lowell E

Reference 30

Resolution
malformed identifier
no resolver link, observed 2026-08-11T00:52:26.940437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.940437Z digest=sha256:66a7eb766a85fa7cf6e4a3ff49a77d7b87e7b880b491558519d443fa63be671b

Observation 71c45d63-0e6f-43e2-9b93-b82720484112 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.944109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.944109Z digest=sha256:13285e68cdbe4b9bf70799a8d28fec9f9b013e62f5035edbd8388ec872dcff3e

Observation 9d6cb16c-f005-4912-aad0-a2ad622f0e4d · outbound

This paper cites Metrics for Explainable AI: Challenges and Prospects.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Metrics for Explainable AI: Challenges and Prospects

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.947693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.947693Z digest=sha256:d15ea7f62066304f28f9b2ece04444abd1f1b2f75d7bbcdd2032b2f33a43cc3d

Observation 3a29cf2d-c514-4311-a16e-29712212788e · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:52:29.322985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T00:52:26.951669Z digest=sha256:9a80db4db0c2e22318be43e38308ab27b56086ddfac91379eb45f9c834542da7

Observation 34b18f99-8bf0-4ee5-a51f-6cd0164c2c5c · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.956014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.956014Z digest=sha256:dd0b0623442422795fdede8d0307459ca04ce27207db30bafcbe1859fdcbfbd3

Observation c6765457-c6c4-4b36-a18a-cbace4ced44e · outbound

This paper cites King, and Mark S.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems King, and Mark S

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.960083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.960083Z digest=sha256:37e3479007ca557daaa6dcaa4b8c25d3da0069886776964ec5b38102f40e7281

Observation f35f0646-4f77-42d2-be81-5605261d0d20 · outbound

This paper cites Leakage and the Reproducibility Crisis in ML-based Science.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Leakage and the Reproducibility Crisis in ML-based Science

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.963772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:52:26.963772Z digest=sha256:50206b4144b148e7979e8f8f7e97359ee44e6ebf572a51abf65c41fc92002263

Observation 5ac725ec-b376-4b15-9582-df3f69f3ffb5 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T00:52:26.967671Z

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Observation 6c1ea88b-a85f-43bf-8ec1-406efd58d7d1 · outbound

This paper cites Auto-Encoding Variational Bayes.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Auto-Encoding Variational Bayes

Reference 38

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source=pdf_text observed=2026-08-11T00:52:26.971244Z digest=sha256:8d2cb8f3997b9ed7a5500e1ad7253494c1eb2f2665744d59be717f33adcffffc

Observation 5beefc39-c64e-4ddd-9386-89088cbed98e · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 39

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Observation 3a1a46ab-b872-483f-b0b3-fb5e4237e13c · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-11T00:52:26.978816Z digest=sha256:3c5fc8987b5c5134f1a140b55b62ad1a76c88f31323a24334d0cec47b96ecc72

Observation 5230084b-081a-4322-a5aa-c80c61a077ce · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 41

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Observation a04d7077-e1b6-41e5-b436-a799abc3e73d · outbound

This paper cites Image Data Augmentation Approaches: A Comprehensive Survey and Future directions.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Image Data Augmentation Approaches: A Comprehensive Survey and Future directions

Reference 42

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source=pdf_text observed=2026-08-11T00:52:26.986926Z digest=sha256:e1565c8dcabdd276f194fdfd80e4699ed4149c154713000587f6db4fef97dad8

Observation b961fba4-5248-4468-a4a2-08b1627c7aa1 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-11T00:52:26.990901Z digest=sha256:0991e98656f07424cb1ac4fa94e313091b052ae88e8b051cf70f3fc122aa7c1a

Observation 6a4848aa-bba6-4501-bba5-9c2a1034c696 · outbound

This paper cites Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS

Reference 44

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source=pdf_text observed=2026-08-11T00:52:26.998522Z digest=sha256:77ffc357503c377ea4c69aeb4656a14058233b4f8712612cf956153bc5ccd1cc

Observation e85cf381-c4f7-413b-90da-65a979be5b0b · outbound

This paper cites Lim, Anind K.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Lim, Anind K

Reference 45

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Observation 8dca7e46-2959-437d-8eed-09701cbabd2c · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-11T00:52:27.006014Z digest=sha256:702175dc6177de92680b9d29b61c0f3401fac9a3684e097bae93b55179b5bc91

Observation 327ca9c2-1a3f-46e5-9f25-cb0e3d535a17 · outbound

This paper cites A Survey on Bias and Fairness in Machine Learning.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems A Survey on Bias and Fairness in Machine Learning

Reference 47

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source=pdf_text observed=2026-08-11T00:52:27.009999Z digest=sha256:0ec4cc9abf0e9b3667e2418d1304511189100afc93edff1226671d53dd5bd147

Observation 684e67ff-96a6-4b3a-80cf-b87ec5ef0878 · outbound

This paper cites Data augmentation and explainability for bias discovery and mitigation in deep learning.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Data augmentation and explainability for bias discovery and mitigation in deep learning

Reference 48

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source=pdf_text observed=2026-08-11T00:52:27.013272Z digest=sha256:addac5a519111d36c751a0e9da9a772ed40911c97832ea542ae9b26ef90591eb

Observation 02d6a5b8-e301-4917-8550-7565d3853a14 · outbound

This paper cites Explanation in Artificial Intelligence: Insights from the Social Sciences.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Explanation in Artificial Intelligence: Insights from the Social Sciences

Reference 49

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source=pdf_text observed=2026-08-11T00:52:27.016632Z digest=sha256:db1294f6cbf0accab1ea0ec01f1d40d1721a35b61ee0441ca66ec3b19e623262

Observation 4b60c86f-86eb-493c-a434-5b1e700d91ed · outbound

This paper cites Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach

Reference 50

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source=pdf_text observed=2026-08-11T00:52:27.020511Z digest=sha256:c501efff4b8920872325b67cc17287a0798e66d320700fed829dc6fa30db9966

Observation 8357bafc-f192-4eeb-a6c2-54dda4b65144 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-11T00:52:27.024581Z digest=sha256:d63f0417bd01f48521b3fbd3ea56f14112c17a09885ce5d91d90374b331fabb7

Observation 700b5fa4-1bf9-418b-b20f-b4847f68d3fa · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-11T00:52:27.028091Z digest=sha256:f1180d10701d8aa56a6f626ecfab9885eee468d7fa5fb2b68cb3dc1e4ced4db7

Observation 7306045a-315a-458a-8b92-228c9199dc88 · outbound

This paper cites Rahman, A.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Rahman, A

Reference 53

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source=pdf_text observed=2026-08-11T00:52:27.031898Z digest=sha256:980053ab9ac380915f6f848a03345e7c89918454f3f88546fb143154db4fc313

Observation e3903779-e097-42a7-9dcf-c6d047dc2a21 · outbound

This paper cites Learning to Compose Domain-Specific Transformations for Data Augmentation.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Learning to Compose Domain-Specific Transformations for Data Augmentation

Reference 54

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source=pdf_text observed=2026-08-11T00:52:27.035788Z digest=sha256:672973622f3d5a85f28876ee2602cb3d58e29b1dc26cd90415ac0eeae6039489

Observation 9a45e0fc-a193-439a-87d6-b7a4c4e6953d · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-11T00:52:27.039642Z digest=sha256:2d2efb238be03bf77cd1d2e94ac985ee31408193b4d37e91ac35cb103c83dd2d

Observation a096b51f-ce0b-44df-a031-c0762f033d3a · outbound

This paper cites 2014.User-Centered Systems Design: A Brief History.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems 2014.User-Centered Systems Design: A Brief History

Reference 56

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Observation b76c73d6-3683-4a09-8aff-d648a439be1b · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-11T00:52:27.047475Z digest=sha256:95ff22857dd9b8b98f7b38ba798e4a0544ed91ad02c3155b5c27dc5713028901

Observation 1035b5ed-9d9a-4ba8-91ff-71fc4f14c768 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-11T00:52:27.051704Z digest=sha256:25ca9b7faf966a0fdeaf8cbef6899a5d17f21db9e5c240caea756b68b065b9bc

Observation f57eb544-2396-46ad-9cdf-906fab5da5c2 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-11T00:52:27.055399Z digest=sha256:543b7ed9c28e4361d6fd9df64f3ffaf7722ada74cfdcdb975b7c7d6613b62c69

Observation d3642343-efff-4493-86dc-b07a3ee62ab7 · outbound

This paper cites Sirocchi, A.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Sirocchi, A

Reference 60

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source=pdf_text observed=2026-08-11T00:52:27.059084Z digest=sha256:8bc4567cc24a8cbdddfe99474a3d357fd195d15ef1fcb3ee9ce248cb9bbc3b34

Observation f2c0f9b1-1e5e-4ef0-b6a9-cbedbf92c81b · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-11T00:52:27.062855Z digest=sha256:d6119116db0ac6ef3e58607b1b6d4d6ee535833b29ef64063023646c00bab9e9

Observation 580e6324-9943-44cd-8ef8-6cc39e9263cb · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-11T00:52:27.070405Z digest=sha256:0d7d5165bbab5261d84b6ee1ee28d34fffd53fdf90b01266a41b111b7c41fe1b

Observation 5b3b022b-e687-413e-aa82-c01ce3c9692d · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-11T00:52:27.073964Z digest=sha256:2f074c1617a9de4d4d87d593bf70515a5b74bdcd45175c65dccea0bb82fc9884

Observation bfc6d4ea-c9e8-4278-8460-2cede4aba9b7 · outbound

This paper cites Solving the Class Imbalance Problem Using a Counterfactual Method for Data Augmentation.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Solving the Class Imbalance Problem Using a Counterfactual Method for Data Augmentation

Reference 64

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source=pdf_text observed=2026-08-11T00:52:27.078053Z digest=sha256:5371aed66501e1d1d82f4e33a96fc8726fa0d3e68a6d66e8f9a63452637824d0

Observation 89285e12-64b0-4f14-8f7d-1e8c1bab6d59 · outbound

This paper cites Leveraging Explanations in Interactive Machine Learning: An Overview.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Leveraging Explanations in Interactive Machine Learning: An Overview

Reference 65

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source=pdf_text observed=2026-08-11T00:52:27.082039Z digest=sha256:b5d1557bfa26a33485787e8c5d2640dc18454b331c3d330051815331abe779cf

Observation 8ed35993-750b-4631-89a1-ebc64ca80221 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 66

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source=pdf_text observed=2026-08-11T00:52:27.086216Z digest=sha256:8ba9392843e54d20cb04d095db0130fc921cb24e62e2448ec805d26d4e4b0e8b

Observation 70d06420-d3c8-4f29-91b9-5de935bf7f07 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 67

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source=pdf_text observed=2026-08-11T00:52:27.090019Z digest=sha256:02a62052614b1fee7f6d36b6b36502ca2c864ab7a26ae1b98be0d2a8b72c558c

Observation bffd8aaf-dc33-4aea-98f5-c4cc84cb6de3 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 68

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source=pdf_text observed=2026-08-11T00:52:27.093725Z digest=sha256:a5ae107bb99c9e764c0fec568322ff69a646d4fd0d159daece134233ced4f3bd

Observation cc5e1fd4-4ff3-4806-9031-06bcb671dbf4 · outbound

This paper cites Prevalence and prevention of large language model use in crowd work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Prevalence and prevention of large language model use in crowd work

Reference 69

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source=pdf_text observed=2026-08-11T00:52:27.096780Z digest=sha256:636304c74d7905acaddf47e2f7d0597e5686e6f2da561590e8e90bc783417a09

Observation d7fc13cd-c464-4027-9dd0-ac71c31e96f2 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-11T00:52:27.100066Z digest=sha256:0d890f8096266e60e72b5be97167aeacfffb5ca2642ef878d7b52152a0e57dab

Observation 29f726d1-3113-4381-8adf-dd1b9d5033d0 · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 71

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source=pdf_text observed=2026-08-11T00:52:27.103248Z digest=sha256:97dabdeca95a20a4f37a5381869f400d776b003820b336050453f9656bef48b7

Observation c49ff742-260b-4241-bc9c-c38d2bd0ef2d · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 72

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source=pdf_text observed=2026-08-11T00:52:27.106752Z digest=sha256:11848a16c8369777b91367b27dd5b2c48ab72e415a5639bcbc44b37f9ea2347a

Observation 30849274-e43e-4213-838d-1c4875c55e3e · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 73

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source=pdf_text observed=2026-08-11T00:52:27.113598Z digest=sha256:dc95a9a2a581556e4fda4ad19b083a484a48732a2cfd9ec38d57ea8bdcbfd40a

Observation 503a9390-a01a-4f2e-8a7f-4a366e357345 · outbound

This paper cites Data-centric Artificial Intelligence: A Survey.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Data-centric Artificial Intelligence: A Survey

Reference 74

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source=pdf_text observed=2026-08-11T00:52:27.116936Z digest=sha256:af684af1465ca030ca445df6dab3a260e4aededa0239ab03b4f342cd3cd4d1bb

Observation 4d933d34-cd6e-4b1b-b2d5-eb0774361b0e · outbound

This paper cites an unresolved cited work.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Unresolved cited work

Reference 75

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 94c1fd24-a418-41ae-a4c3-184f96adde49 · outbound

This paper cites In Advances in Neural Information Processing Systems.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems In Advances in Neural Information Processing Systems

Reference 2019

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This paper cites Rethinking Explainability as a Dialogue: A Practitioner's Perspective.

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Rethinking Explainability as a Dialogue: A Practitioner's Perspective

Reference 2022

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This paper cites Nature Machine Intelligence (27 Jul 2023).

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems Nature Machine Intelligence (27 Jul 2023)

Reference 2023

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Pith citing papers

Observation adcac68c-ab65-4225-b31e-446d047bbbbc · inbound

Importance of User Control in Data-Centric Steering for Healthcare Experts cites this paper.

Importance of User Control in Data-Centric Steering for Healthcare Experts Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems

Reference 10

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Observation 698606cf-844d-4238-91ab-3d24c51fd529 · inbound

Visual-Conversational Interface for Evidence-Based Explanation of Diabetes Risk Prediction cites this paper.

Visual-Conversational Interface for Evidence-Based Explanation of Diabetes Risk Prediction Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems

Reference 7

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