Paper Citation Record · LEDGER

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey

As of 22 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2505.07058.

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

pith.paper-citation-record.v1
2505.07058 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:28:46.187720Z

measured 42 of 42 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T17:46:23.625663Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T17:46:41.926151Z

Reference resolution

41 of 41 outbound references displayed

verified exact8
verified fuzzy7
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c749b3bb-b8e0-40a9-9823-aef20e509416 · outbound

This paper cites black-box problem.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey black-box problem

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:28:48.230402Z

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 df5268b3-79e5-4cb7-bb3e-35ae094c8834 · outbound

This paper cites by analogy.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey by analogy

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:28:48.041061Z

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 6e6004c8-5ab8-4c83-a4f3-75ca21a98d87 · outbound

This paper cites They tell which features matter most.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey They tell which features matter most

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:28:48.056839Z

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 f887b404-140e-46ee-827d-3ede7f4cb6b0 · outbound

This paper cites Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.467912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f5242e5-f1c7-464f-a303-562859a65b55 · outbound

This paper cites striped” in an image dataset considerably influences the classification of images into “zebra.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey striped” in an image dataset considerably influences the classification of images into “zebra

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:28:48.022964Z

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 33c927e1-570a-4e4a-bb37-1268fc048bf4 · outbound

This paper cites an unresolved cited work.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:28:48.004312Z

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 a6976dbf-49ca-4637-925a-41a3ad4d578f · outbound

This paper cites an unresolved cited work.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:28:47.865296Z

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 b4d0ec3e-b2c2-4144-9d0b-36064c208276 · outbound

This paper cites Program Code Generation with Generative AIs,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Program Code Generation with Generative AIs,

Reference 8

Resolution: verified exact; doi, observed 2026-08-15T22:28:46.883471Z

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 566e354d-ef18-43bb-9c9f-ab3bdcbf52fb · outbound

This paper cites al, Machine learning in requirements elicitation: a literature review.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey al, Machine learning in requirements elicitation: a literature review

Reference 9

Resolution: verified exact; doi, observed 2026-08-15T22:28:46.792125Z

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 51ab4c6a-a027-43b5-a561-2ca27083a35f · outbound

This paper cites Software Engineering for AI-Based Systems: A Survey,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Software Engineering for AI-Based Systems: A Survey,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.462529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aa4c947-7d17-421e-9e9e-5dc84d551067 · outbound

This paper cites The Use of AI in Software Engineering: A Synthetic Knowledge Synthesis of the Recent Research Literature,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey The Use of AI in Software Engineering: A Synthetic Knowledge Synthesis of the Recent Research Literature,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.724477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00eb1c12-1840-4d85-860a-0ac861ffffa3 · outbound

This paper cites Explainable software systems: from requirements analysis to system evaluation,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Explainable software systems: from requirements analysis to system evaluation,

Reference 12

Resolution: verified exact; doi, observed 2026-08-15T22:28:46.765012Z

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 22d5359d-d4fd-4149-a2ba-7ad1c1fa8e38 · outbound

This paper cites A Rule Extraction Technique Applied to Ensembles of Neural Networks, Random Forests, and Gradient-Boosted Trees.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey A Rule Extraction Technique Applied to Ensembles of Neural Networks, Random Forests, and Gradient-Boosted Trees

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:28:47.845140Z

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 4293697c-0d4c-4f89-a85c-30335506d0aa · outbound

This paper cites Four Principles of Explainable Artificial Intelligence,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Four Principles of Explainable Artificial Intelligence,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.740501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a60a8b-3185-4807-a270-06af652df66b · outbound

This paper cites A Systematic Literature Review of Explainable AI for Software Engineering.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey A Systematic Literature Review of Explainable AI for Software Engineering

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.593432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e3f5df5-4c52-4ce9-8247-d757333fff02 · outbound

This paper cites Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.708779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1adadc79-0f79-4bf7-9e78-960dfab6c557 · outbound

This paper cites A Practical tutorial on Explainable AI Techniques,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey A Practical tutorial on Explainable AI Techniques,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.713759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083c0538-1785-4b84-ab35-a70d5eff9969 · outbound

This paper cites XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process,

Reference 18

Resolution: verified exact; doi, observed 2026-08-15T22:28:46.641792Z

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 b3e6d414-afe5-4d9f-a1a5-550e3363978a · outbound

This paper cites Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.963037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85bb3626-cc3e-4d8c-9561-7193e1b762ef · outbound

This paper cites Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.729511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5541ceee-6872-4942-8bd1-647a86cc4497 · outbound

This paper cites On completeness-aware concept-based explanations in deep neural networks.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey On completeness-aware concept-based explanations in deep neural networks

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:28:47.827690Z

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 d52ff4b4-1c1d-4a6f-a5f8-d5c4b6d22f63 · outbound

This paper cites black-box.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey black-box

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:28:48.072498Z

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 4d80d884-12a4-425b-a691-643357d40b14 · outbound

This paper cites Large Language Models for Software Engineering: A Systematic Literature Review.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Large Language Models for Software Engineering: A Systematic Literature Review

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.786329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0af3b1e-d4c3-406e-9f96-39fc042d9d6f · outbound

This paper cites Evaluating the Visualization of What a Deep Neural Network Has Learned.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Evaluating the Visualization of What a Deep Neural Network Has Learned

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.890233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6a36457-c9e4-40ff-a3be-36c62d157d24 · outbound

This paper cites Model-Agnostic Interpretability with Shapley Values.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Model-Agnostic Interpretability with Shapley Values

Reference 25

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T22:28:47.532505Z

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 b3eca386-2b09-4c13-800b-48b78d5331eb · outbound

This paper cites Explainable artificial intelligence: a comprehensive review,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Explainable artificial intelligence: a comprehensive review,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.957923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff8c581d-01cb-4fea-95ec-070a54942ff8 · outbound

This paper cites Transparency and the Black Box Problem: Why We Do Not Trust AI,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Transparency and the Black Box Problem: Why We Do Not Trust AI,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:46.122498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15c7ba73-654b-402f-b7c1-08cc20287118 · outbound

This paper cites Exploring the Potential of Generative AI: Use Cases in Software Startups.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Exploring the Potential of Generative AI: Use Cases in Software Startups

Reference 28

Resolution: verified exact; doi, observed 2026-08-15T22:28:46.520441Z

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 534546ce-fdc7-48ee-996d-d69e178bdae7 · outbound

This paper cites A case study on the transformative potential of AI in software engineering on LeetCode and ChatGPT.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey A case study on the transformative potential of AI in software engineering on LeetCode and ChatGPT

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:28:46.502396Z

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 4c2d14c0-752b-4636-82a1-1754d145173c · outbound

This paper cites Classification of Explainable Artificial Intelligence Methods through Their Output Formats,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Classification of Explainable Artificial Intelligence Methods through Their Output Formats,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:46.172916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15acf332-f715-4850-9720-7e48f02e7830 · outbound

This paper cites Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.984063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f2af52-24c5-4fb0-8705-74fd182b62c2 · outbound

This paper cites Generative Artificial Intelligence for Software Engineering -- A Research Agenda.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Generative Artificial Intelligence for Software Engineering -- A Research Agenda

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.991985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 493be7fd-b963-4a3f-a149-b1f6a106b4b6 · outbound

This paper cites The application of artificial intelligence in software engineering: a review challenging conventional wisdom,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey The application of artificial intelligence in software engineering: a review challenging conventional wisdom,

Reference 33

Resolution: verified exact; doi, observed 2026-08-15T22:28:46.371663Z

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 9a248f40-5b15-4212-86f6-a015e2da3e6f · outbound

This paper cites Navigating the Complexity of Generative AI Adoption in Software Engineering,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Navigating the Complexity of Generative AI Adoption in Software Engineering,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:46.053157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f8928e3-2ba0-4f22-9b24-2f0e370ea3f8 · outbound

This paper cites The Current Challenges of Software Engineering in the Era of Large Language Models,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey The Current Challenges of Software Engineering in the Era of Large Language Models,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:46.161980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d761a549-1e7c-4476-9c29-eab79bb819ee · outbound

This paper cites Explainable and secure artificial intelligence: taxonomy, cases of study, learned lessons, challenges and future directions,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Explainable and secure artificial intelligence: taxonomy, cases of study, learned lessons, challenges and future directions,

Reference 37

Resolution: verified exact; raw_fallback, observed 2026-08-15T22:28:47.262219Z

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 cd604c05-4b52-4568-82a6-1bbe1c52fcf1 · outbound

This paper cites Survey on Explainable AI: From Approaches, Limitations and Applications Aspects,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Survey on Explainable AI: From Approaches, Limitations and Applications Aspects,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:46.177746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eee238f-1e87-4d70-991b-2c86ee77031c · outbound

This paper cites Software Engineering Methods for Responsible Artificial Intelligence,.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Software Engineering Methods for Responsible Artificial Intelligence,

Reference 40

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T22:28:47.186076Z

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 db354d67-0135-40e8-ba4a-7b4669d46602 · outbound

This paper cites Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI),.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI),

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:46.187720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81742837-d13c-42d6-a386-74daa0fd9bc4 · outbound

This paper cites an unresolved cited work.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Unresolved cited work

Reference 339

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.482302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8173a98d-1b83-490f-aecd-b410467e95e1 · outbound

This paper cites an unresolved cited work.

Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Unresolved cited work

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T22:28:45.976886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation eb0cfb83-cc3f-4aac-87b7-0ce253d021b5 · inbound

Minimal Data, Maximum Clarity: A Heuristic for Explaining Optimization cites this paper.

Minimal Data, Maximum Clarity: A Heuristic for Explaining Optimization Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-18T17:46:41.929122Z

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.