Paper Citation Record · LEDGER

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews

As of 19 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2507.07344.

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

pith.paper-citation-record.v1
2507.07344 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:48:54.302390Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

41 of 41 outbound references displayed

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verified fuzzy30
unresolved9
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d7ebd59c-d217-4329-9943-ac7a444a76a4 · outbound

This paper cites Peeking inside the black-box: a survey on explainable artificial intelligence (xai),.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Peeking inside the black-box: a survey on explainable artificial intelligence (xai),

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:49.679134Z

Source-reported events for the cited work

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Observation 4aebb40e-436a-4588-98ec-7399b7c060eb · outbound

This paper cites Explainability as a non-functional requirement,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Explainability as a non-functional requirement,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:49:00.748940Z

Source-reported events for the cited work

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Observation 270f76c6-13dc-49c2-bebf-80b6f6cce58b · outbound

This paper cites Quo vadis, ex- plainability? – a research roadmap for explainability engineering,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Quo vadis, ex- plainability? – a research roadmap for explainability engineering,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:49.930910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efbe54c4-5244-4933-b4cf-43abe2db9fac · outbound

This paper cites How explainable is your system? towards a quality model for explainability,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews How explainable is your system? towards a quality model for explainability,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:49:00.576073Z

Source-reported events for the cited work

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Observation 7d5dd6a9-36a5-4397-82b5-6bc4c19a8899 · outbound

This paper cites Exploring the means to measure explainability: Metrics, heuris- tics and questionnaires,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Exploring the means to measure explainability: Metrics, heuris- tics and questionnaires,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:49:00.435896Z

Source-reported events for the cited work

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Observation ffcd5ed9-10e5-456f-9893-1c14d2625929 · outbound

This paper cites Iden- tifying explanation needs: Towards a catalog of user-based indicators,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Iden- tifying explanation needs: Towards a catalog of user-based indicators,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:50.357705Z

Source-reported events for the cited work

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Observation 089d2652-622d-4d61-ab28-564bf86cdae2 · outbound

This paper cites A live extensible ontology of quality factors for textual requirements,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews A live extensible ontology of quality factors for textual requirements,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:50.479918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85409c9e-ccf6-430c-ada2-023833a493c5 · outbound

This paper cites Explainability as a non-functional requirement: challenges and recommendations,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Explainability as a non-functional requirement: challenges and recommendations,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:49:00.270368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c63728ad-4778-4e36-9d2b-e3887bb46260 · outbound

This paper cites Explanation needs in app reviews: Taxonomy and automated detection,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Explanation needs in app reviews: Taxonomy and automated detection,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:49:00.117481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7f4f8ab0-72f1-48c3-ab3c-7cce403be1cf · outbound

This paper cites What can be concluded from user feedback? - an empirical study,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews What can be concluded from user feedback? - an empirical study,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:50.860930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b2535df-8a01-4d66-85fd-a87d453be497 · outbound

This paper cites A study on the men- tal models of users concerning existing software,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews A study on the men- tal models of users concerning existing software,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:51.009437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2cb597a-5e45-4cf5-998c-4ffa160fc5a6 · outbound

This paper cites Explanations in everyday software systems: Towards a taxonomy for explainability needs,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Explanations in everyday software systems: Towards a taxonomy for explainability needs,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:51.127475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 365f60b6-ac04-46cb-b68f-c639ff1d8279 · outbound

This paper cites Transfer learning for mining feature requests and bug reports from tweets and app store reviews,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Transfer learning for mining feature requests and bug reports from tweets and app store reviews,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:59.966896Z

Source-reported events for the cited work

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Observation df00cf58-371d-43b9-bdc9-5011ddbe1111 · outbound

This paper cites Dataset: Automatic generation of explainability requirements and software explanations from user reviews,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Dataset: Automatic generation of explainability requirements and software explanations from user reviews,

Reference 14

Resolution: verified exact; doi, observed 2026-08-06T18:48:54.538000Z

Source-reported events for the cited work

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Observation b1bca726-b4bf-4041-b9ec-52f554e95353 · outbound

This paper cites The role of a mental model in learning to operate a device,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews The role of a mental model in learning to operate a device,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:59.828771Z

Source-reported events for the cited work

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Observation 86ba5789-aa9d-4025-96fd-b3d4282dc4da · outbound

This paper cites Mental models: concepts for human- computer interaction research,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Mental models: concepts for human- computer interaction research,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:59.686911Z

Source-reported events for the cited work

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Observation 92e61968-fc30-437b-aa61-79a4b4e0020b · outbound

This paper cites How to elicit explainability requirements? a com- parison of interviews, focus groups, and surveys,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews How to elicit explainability requirements? a com- parison of interviews, focus groups, and surveys,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:51.613278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1297aeb0-e7a1-4b9e-9b4e-de002c2223d3 · outbound

This paper cites One explanation does not fit all: The promise of interactive explanations for machine learning transparency,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews One explanation does not fit all: The promise of interactive explanations for machine learning transparency,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:59.565728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 243f28d9-5494-4bb7-9916-31993fad531f · outbound

This paper cites The metacognitive demands and opportunities of generative ai,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews The metacognitive demands and opportunities of generative ai,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:59.399022Z

Source-reported events for the cited work

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Observation cfec82f9-5231-44f3-881d-0f36957519e3 · outbound

This paper cites Do users’ explainability needs in software change with mood?.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Do users’ explainability needs in software change with mood?

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:59.180966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 644225f5-4d5f-4c63-9f03-32365a005511 · outbound

This paper cites How does users’ app knowledge influence the preferred level of detail and format of software explanations?.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews How does users’ app knowledge influence the preferred level of detail and format of software explanations?

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:58.995374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 897a2ad8-bf32-4128-9806-de6cb3385fca · outbound

This paper cites From app features to explanation needs: Analyzing correlations and predictive potential,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews From app features to explanation needs: Analyzing correlations and predictive potential,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:58.707523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fe469e93-5d36-4b95-91e6-ded2b3e1845d · outbound

This paper cites Peeking outside the black-box: Ai explainability requirements beyond interpretability.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Peeking outside the black-box: Ai explainability requirements beyond interpretability

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:58.506375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 027218fd-3a84-4939-babc-8ad3a2caf661 · outbound

This paper cites On the relation of trust and explainability: Why to engineer for trust- worthiness,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews On the relation of trust and explainability: Why to engineer for trust- worthiness,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:58.328868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 30190081-399e-46e9-99d5-8c368300be62 · outbound

This paper cites Explainability as a non-functional requirement: Challenges and recommendations,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Explainability as a non-functional requirement: Challenges and recommendations,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:58.099158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0a5623ff-cd91-422b-92ab-e6bcb508e44e · outbound

This paper cites The x factor: On the relationship between user experi- ence and explainability,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews The x factor: On the relationship between user experi- ence and explainability,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:57.872357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 18e0fd4d-82ed-4043-9d64-80111dc4c318 · outbound

This paper cites A systematic review and taxonomy of expla- nations in decision support and recommender systems,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews A systematic review and taxonomy of expla- nations in decision support and recommender systems,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:57.629700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 181e5222-e95b-4a6c-8b27-28583eb0ad74 · outbound

This paper cites Automating explanation need management in app reviews: A case study from the navigation app industry,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Automating explanation need management in app reviews: A case study from the navigation app industry,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:57.350214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3721c74f-fcca-48b0-8076-8dda5b412bfa · outbound

This paper cites Using Large Language Models for Natural Language Processing Tasks in Requirements Engineering: A Systematic Guideline.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Using Large Language Models for Natural Language Processing Tasks in Requirements Engineering: A Systematic Guideline

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:53.085120Z

Source-reported events for the cited work

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Observation dc1ac6b6-5b35-4a58-b076-6e3270012a09 · outbound

This paper cites Norbert: Transfer learn- ing for requirements classification,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Norbert: Transfer learn- ing for requirements classification,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:57.164188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a64b5cc-de57-440c-8544-34ac68f56fc2 · outbound

This paper cites How do users like this feature? a fine grained sentiment analysis of app reviews,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews How do users like this feature? a fine grained sentiment analysis of app reviews,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:56.917857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7a651310-75e5-4fb1-a4cc-f62c4d9e71b5 · outbound

This paper cites Towards Trustworthy Sentiment Analysis in Software Engineering: Dataset Characteristics and Tool Selection.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Towards Trustworthy Sentiment Analysis in Software Engineering: Dataset Characteristics and Tool Selection

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:48:54.737895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5fcec81e-40f0-45ae-84fa-e9e2d352ea55 · outbound

This paper cites A german gold-standard dataset for sentiment analysis in software engineering,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews A german gold-standard dataset for sentiment analysis in software engineering,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:56.754515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 955585e8-132a-479f-916a-1dc4c6ca72a7 · outbound

This paper cites Sentiment analysis tools in software engineering: A systematic mapping study,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Sentiment analysis tools in software engineering: A systematic mapping study,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:56.571928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7a1f3304-cb39-4370-9f7c-dee18380acf1 · outbound

This paper cites Development and application of sentiment analysis tools in software engineering: A systematic literature review,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Development and application of sentiment analysis tools in software engineering: A systematic literature review,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:56.308018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e8238eae-5749-41ce-99fb-c74373ec04f8 · outbound

This paper cites On the lim- itations of combining sentiment analysis tools in a cross-platform setting,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews On the lim- itations of combining sentiment analysis tools in a cross-platform setting,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:56.069133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4afba37e-4249-42a3-acaf-1f2bd011c8d9 · outbound

This paper cites Automatic creation of acceptance tests by extracting conditionals from requirements: Nlp approach and case study,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Automatic creation of acceptance tests by extracting conditionals from requirements: Nlp approach and case study,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:55.862469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation db737bb0-e287-49da-9d26-c1ff43bbee1a · outbound

This paper cites On-demand security requirements synthesis with relational generative adversarial networks,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews On-demand security requirements synthesis with relational generative adversarial networks,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:55.604214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation edae6a5e-1fac-467e-9966-c756222cf224 · outbound

This paper cites Dataset: Gold standard dataset for explainability need detection in app reviews.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Dataset: Gold standard dataset for explainability need detection in app reviews

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:55.349611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ea10042e-3072-4c6f-a4a4-51f31e8df766 · outbound

This paper cites The tame project: Towards improvement-oriented software environments,.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews The tame project: Towards improvement-oriented software environments,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:55.183275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 22073fb6-4cb7-4854-b2eb-9bcbe5cda23b · outbound

This paper cites Wohlin, P.

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews Wohlin, P

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:54.926157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.