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Paper Citation Record · LEDGER

Efficient and Interpretable Transformer for Counterfactual Fairness

As of 23 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2604.26188.

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

pith.paper-citation-record.v1
2604.26188 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-07T14:04:17.490072Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved18
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb3763d2-d2bb-4c78-8a74-23b2e7473478 · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.024622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 5f9960de-50c8-4360-b7c1-8d0daf00f490 · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.105526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:1ab4b1b9a50f19e85c3ed5d44da99e861f8c41772451c5136e97c5bfd851bf9d

Observation bd2b8d77-492e-4d8d-a62f-4175821630ff · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.081298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:e90aba40e13a08c055f0e8539e2889e07e38aa42e4268d6e113e3a103661c041

Observation e1ad195d-2fa1-416d-8df3-8fb70c540a5c · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.057921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:c50472ec869181de134bc443d2a46e0a25cb0b4c98c84b15e371fdabb41f261c

Observation aa810927-01c1-4dd4-8c9a-b5585bd5d542 · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.029351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 244f990a-c950-494b-960b-d5dfc81cf645 · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.043476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:1e0429da43a3cb9b515d7ee734540d950e7c15f2ce2b73564ab9e628e6075f04

Observation cc1b9fcd-c471-4ce3-87b7-0d2eb5d25a4d · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.077049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:8831a2366b7c7a19ac0d9bb37dbdfa82038d59b2df7c32e4b6ac69636abb1d89

Observation 009a12fd-4a3d-4913-9c7a-0876f4d53c70 · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.085658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:1a5289efc209374e4dbd01224c85f80b278bce1dcf56b80a729b739d59d963bd

Observation 85e838cc-4898-4f21-ae05-027e4d4b2834 · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.095536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:07c16d87809aaf75e9743cd2e96b5af0b3fab5edfd06deda36d8c19ec8188602

Observation df3f3730-dde1-4b97-9099-d53b4f84e9dc · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.090786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:812754a7613b92d6ce584e177465cad310f4d19f67570edd12fc540318dc7fef

Observation d2f2439f-2c9e-4918-8fe1-0e1bfb1c75b6 · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.072736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation ef8fef9b-98d4-43a0-9921-4b3172a99cda · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.062391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:21216d373a8f4f96e8814f3f8b09b1086d7d8473d80bad5fff29d6f546d7a28a

Observation 88816539-f7cc-4657-82d6-96b569a47c46 · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.067513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:7bd2d40051ac3dac34c763d801eb882be3ff5b3623d761d7c8426f95e2208809

Observation 446e1936-68e0-4699-8857-c0aca1d10323 · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.047599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation b16e05e6-2da6-4792-977c-3c652df47e60 · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.100696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:c385535ec66c436673298808fe17a89bd815faae83dbfa9bb3de17d426dc42a1

Observation 97662f1e-c122-42f4-ab9e-7d8cb91c4dee · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.038932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:df740e8e31cb27d7eef5ff95615fc42f3b51aa93aa6bbafbd31914063d16a881

Observation f6852b57-41b4-4931-a976-2e43f61e7763 · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.052709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:c334a7002c553b61009d4b281d122536adfd3154de007af30a1f94f95b95cc6a

Observation 9c80eb0c-6247-40ab-a42a-3b6088a2b52f · outbound

This paper cites an unresolved cited work.

Efficient and Interpretable Transformer for Counterfactual Fairness Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-27T04:53:35.034410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:ac8170505044850011e83b92a36f0f9801c95bd90c1a5791f57e8c453441e171

Observation 398e14f1-f5c6-4dc1-954f-211dec8b1a53 · outbound

This paper cites The de- cision threshold is selected by maximizing the training F1 score of the LightGBM model, resulting in a threshold of 0.12.

Efficient and Interpretable Transformer for Counterfactual Fairness The de- cision threshold is selected by maximizing the training F1 score of the LightGBM model, resulting in a threshold of 0.12

Reference 19

Resolution
malformed identifier
arxiv_id, observed 2026-05-12T08:41:25.661588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:04:17.490072Z digest=sha256:190ac11d11060043eb5650287460738cafd3cf6e36909f88fdbbd05cc2fc87f1

Pith citing papers

No inbound Pith citation observations are available.