Paper Citation Record · LEDGER

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods

As of 22 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 3 inbound Pith citation observations for arXiv:2502.03014.

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

pith.paper-citation-record.v1
2502.03014 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:15:24.503852Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:02:02.828372Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-07T15:43:53.879688Z

Reference resolution

19 of 19 outbound references displayed

verified exact3
verified fuzzy8
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation af4fe599-724a-44f7-8a46-1173fbb94006 · outbound

This paper cites Lundberg and Su-In Lee.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Lundberg and Su-In Lee

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:15:24.713384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 912c8978-7e8a-4137-b92e-17e5c713eac5 · outbound

This paper cites why should i trust you?.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods why should i trust you?

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:15:24.702835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 71542ab8-bda4-4c86-b7a4-f13a38bbea74 · outbound

This paper cites Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, and Dhruv Batra.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, and Dhruv Batra

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:15:24.693063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1f3ff04e-426b-40de-8657-f9d174a47a07 · outbound

This paper cites Axiomatic attribution for deep networks.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Axiomatic attribution for deep networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:15:24.683900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 29f6b16d-900f-44a4-b202-ad2491b5fb31 · outbound

This paper cites DLBacktrace: A Model Agnostic Explainability for any Deep Learning Models.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods DLBacktrace: A Model Agnostic Explainability for any Deep Learning Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T10:15:24.456605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f309bf3c-b0a1-4e8d-817d-09db7b0df5f5 · outbound

This paper cites Interpretability Needs a New Paradigm.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Interpretability Needs a New Paradigm

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T10:15:24.460005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee90a267-f5b5-48fc-82b0-33d22b66d8ba · outbound

This paper cites From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T10:15:24.463599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 763ffb07-29ee-4fef-bb9e-a9094ae56e15 · outbound

This paper cites M4: a unified xai benchmark for faithfulness evaluation of feature attribution methods across metrics, modalities and models.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods M4: a unified xai benchmark for faithfulness evaluation of feature attribution methods across metrics, modalities and models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:15:24.673806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 17138082-84dd-4425-833a-bfa8863f75c7 · outbound

This paper cites OpenXAI: Towards a Transparent Evaluation of Model Explanations.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods OpenXAI: Towards a Transparent Evaluation of Model Explanations

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-09T10:15:24.599668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 22496337-1c47-4de1-9052-91a65e55c82b · outbound

This paper cites Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-09T10:15:24.585443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 35b9de84-32e1-4072-826b-ef3639ec828b · outbound

This paper cites FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-09T10:15:24.570888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation be8a1a2b-da51-4155-91c0-cc3bb18b8c02 · outbound

This paper cites Captum: A unified and generic model interpretability library for PyTorch.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Captum: A unified and generic model interpretability library for PyTorch

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T10:15:24.480669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a185b7dd-5143-448d-b059-4e4173bbf20e · outbound

This paper cites tf-explain, 2021.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods tf-explain, 2021

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:15:24.664407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ac489ed4-5099-40b4-980a-3dda3a427c90 · outbound

This paper cites Inseq: An interpretability toolkit for sequence generation models.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Inseq: An interpretability toolkit for sequence generation models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T10:15:24.486983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76508d6c-058d-4c06-97f4-7c0873bb49aa · outbound

This paper cites an unresolved cited work.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:15:24.655129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 74443264-ac60-40af-bf50-20d621967120 · outbound

This paper cites Inouye, and Pradeep Ravikumar.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Inouye, and Pradeep Ravikumar

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:15:24.645741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6b33018f-2ea4-49b0-a402-915651cc7bcf · outbound

This paper cites Goodfellow, Moritz Hardt, and Been Kim.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Goodfellow, Moritz Hardt, and Been Kim

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:15:24.636488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 855cf79b-8f13-4770-a687-afde6d2362c0 · outbound

This paper cites Sanity Checks Revisited: An Exploration to Repair the Model Parameter Randomisation Test.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Sanity Checks Revisited: An Exploration to Repair the Model Parameter Randomisation Test

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T10:15:24.500413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cfbb58d-8ae6-48ba-b735-921f8c4d7876 · outbound

This paper cites Towards Robust Interpretability with Self-Explaining Neural Networks.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Towards Robust Interpretability with Self-Explaining Neural Networks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T10:15:24.503852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation eb475848-4d90-4609-baf9-dfcd8d84d437 · inbound

Position: Intelligent Coding Systems Should Write Programs with Justifications cites this paper.

Position: Intelligent Coding Systems Should Write Programs with Justifications xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T23:02:02.828372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e0aa72c-8beb-4696-9848-6bba359839dd · inbound

Faithfulness to Refusal: A Causal Audit of Neuron Selectors cites this paper.

Faithfulness to Refusal: A Causal Audit of Neuron Selectors xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-07T15:43:53.881038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 39de7489-25a5-4f62-93a7-22beee870991 · inbound

Training Large Language Models for Self-Explanation Faithfulness cites this paper.

Training Large Language Models for Self-Explanation Faithfulness xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T08:36:21.588297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.