Paper Citation Record · LEDGER

Generating Counterfactual and Contrastive Explanations using SHAP

As of 23 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:1906.09293.

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

pith.paper-citation-record.v1
1906.09293 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-25T18:45:44.995682Z

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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:13:51.739220Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:13:53.196811Z

Reference resolution

18 of 18 outbound references displayed

verified exact4
verified fuzzy14
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 799b51f6-5b50-4740-942e-dd7ba0595fd4 · outbound

This paper cites Can we open the black box of ai? Nature News, 538(7623):20.

Generating Counterfactual and Contrastive Explanations using SHAP Can we open the black box of ai? Nature News, 538(7623):20

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:08.956446Z

Source-reported events for the cited work

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

Observation 3aabb5bd-470f-4237-bb8c-e446065963dd · outbound

This paper cites Slave to the algorithm: Why a right to an explana- tion is probably not the remedy you are looking for.

Generating Counterfactual and Contrastive Explanations using SHAP Slave to the algorithm: Why a right to an explana- tion is probably not the remedy you are looking for

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:08.960672Z

Source-reported events for the cited work

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

Observation 11baefde-51a5-4ef0-a05d-aab229be40d9 · outbound

This paper cites Explainable artiﬁcial in- telligence (xai).

Generating Counterfactual and Contrastive Explanations using SHAP Explainable artiﬁcial in- telligence (xai)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:08.964649Z

Source-reported events for the cited work

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

Observation 801c7b2f-65ee-4f00-a62b-4a5b008a1bf9 · outbound

This paper cites Generating Counterfactual Explanations with Natural Language.

Generating Counterfactual and Contrastive Explanations using SHAP Generating Counterfactual Explanations with Natural Language

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-25T18:46:08.561423Z

Source-reported events for the cited work

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

Observation 5793d8cc-84af-4cde-a9ad-e81812cb6af8 · outbound

This paper cites Contrastive explanation.

Generating Counterfactual and Contrastive Explanations using SHAP Contrastive explanation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:08.978591Z

Source-reported events for the cited work

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

Observation f8186dcd-58f1-4432-8729-3cab332745af · outbound

This paper cites The Mythos of Model Interpretability.

Generating Counterfactual and Contrastive Explanations using SHAP The Mythos of Model Interpretability

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-25T18:46:08.577701Z

Source-reported events for the cited work

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

Observation 32b6b9ea-18e4-42bc-aee1-0f9765e3e7d7 · outbound

This paper cites A uniﬁed approach to interpreting model predictions.

Generating Counterfactual and Contrastive Explanations using SHAP A uniﬁed approach to interpreting model predictions

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:08.987240Z

Source-reported events for the cited work

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

Observation 832f0c92-769a-4097-936d-469f60b28354 · outbound

This paper cites Explanation in artiﬁcial intelli- gence: Insights from the social sciences.

Generating Counterfactual and Contrastive Explanations using SHAP Explanation in artiﬁcial intelli- gence: Insights from the social sciences

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:08.952098Z

Source-reported events for the cited work

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

Observation 6c381d2d-ea89-4871-8f94-d92f97ce9ee9 · outbound

This paper cites Explaining explanations in ai.

Generating Counterfactual and Contrastive Explanations using SHAP Explaining explanations in ai

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:09.007935Z

Source-reported events for the cited work

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

Observation cb345726-3ec6-4c5a-b03b-13233a2d1338 · outbound

This paper cites Interpretable machine learning.

Generating Counterfactual and Contrastive Explanations using SHAP Interpretable machine learning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:08.995608Z

Source-reported events for the cited work

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

Observation 6892c5d6-645c-4680-bcfd-a04330b7966a · outbound

This paper cites Eso- 5w1h framework: Ontological model for sitl paradigm.

Generating Counterfactual and Contrastive Explanations using SHAP Eso- 5w1h framework: Ontological model for sitl paradigm

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:08.970027Z

Source-reported events for the cited work

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

Observation e3f9d16a-a1f8-4ee5-aade-ff78ce81b599 · outbound

This paper cites Contrastive explanation for ma- chine learning.

Generating Counterfactual and Contrastive Explanations using SHAP Contrastive explanation for ma- chine learning

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:08.991668Z

Source-reported events for the cited work

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

Observation d98108ea-0346-4e70-bdcf-ef9450dbb97f · outbound

This paper cites Explaining explanation.

Generating Counterfactual and Contrastive Explanations using SHAP Explaining explanation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:08.982739Z

Source-reported events for the cited work

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

Observation 9bb2d6e7-14d2-41ef-917e-2de8fc34c310 · outbound

This paper cites Conversational explanations of machine learning predic- tions through class-contrastive counterfactual statements.

Generating Counterfactual and Contrastive Explanations using SHAP Conversational explanations of machine learning predic- tions through class-contrastive counterfactual statements

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:08.974468Z

Source-reported events for the cited work

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

Observation 250a201c-434d-4eb8-b6f3-3df410744e5a · outbound

This paper cites Remote causes, bad explanations? Journal for the Theory of Social Behaviour, 32(4):437–449.

Generating Counterfactual and Contrastive Explanations using SHAP Remote causes, bad explanations? Journal for the Theory of Social Behaviour, 32(4):437–449

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:09.004436Z

Source-reported events for the cited work

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

Observation ecce140e-0561-48e3-a5df-f1828790d943 · outbound

This paper cites Contrastive Explanations with Local Foil Trees.

Generating Counterfactual and Contrastive Explanations using SHAP Contrastive Explanations with Local Foil Trees

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-25T18:46:08.571005Z

Source-reported events for the cited work

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

Observation f386f5be-61a3-46a0-bbc0-9f60c34d4386 · outbound

This paper cites Contrastive Explanations for Reinforcement Learning in terms of Expected Consequences.

Generating Counterfactual and Contrastive Explanations using SHAP Contrastive Explanations for Reinforcement Learning in terms of Expected Consequences

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-25T18:46:08.554925Z

Source-reported events for the cited work

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

Observation 97e41108-9ef5-4155-9c81-ed82f68fd42b · outbound

This paper cites Counterfactual explanations without opening the black box: Automated decisions and the gdpr.

Generating Counterfactual and Contrastive Explanations using SHAP Counterfactual explanations without opening the black box: Automated decisions and the gdpr

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T18:46:09.000377Z

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.

Pith citing papers

Observation dd61c379-25c5-448a-9aa2-5a5b9154622a · inbound

An Explainable Gaussian Process Auto-encoder for Tabular Data cites this paper.

An Explainable Gaussian Process Auto-encoder for Tabular Data Generating Counterfactual and Contrastive Explanations using SHAP

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-05T13:13:53.254636Z

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.