Paper Citation Record · LEDGER

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2505.17839.

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

pith.paper-citation-record.v1
2505.17839 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:42:45.832128Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

32 of 32 outbound references displayed

verified exact0
verified fuzzy30
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 536bc436-3e4e-4493-bc4e-2fb4ac9fe280 · outbound

This paper cites Developing an Interface between an LLM and the GUI of RCE,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Developing an Interface between an LLM and the GUI of RCE,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:52.034986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 435c0480-114e-4c5d-9790-0e8155f89307 · outbound

This paper cites A survey of software testing practices in canada,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models A survey of software testing practices in canada,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:51.847852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0d07d070-6839-46bb-8f6e-f6a5fae584dd · outbound

This paper cites [Online].

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models [Online]

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:51.647604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 71ab5e2d-262d-4612-a1ca-9c04be897a3a · outbound

This paper cites How can manual testing processes be opti- mized? developer survey, optimization guidelines, and case studies,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models How can manual testing processes be opti- mized? developer survey, optimization guidelines, and case studies,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:51.428064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f853a803-2cbc-4a95-ae38-46cee551b91c · outbound

This paper cites Make LLM a Testing Expert: Bringing Human-like Interaction to Mobile GUI Testing via Functionality-aware Decisions,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Make LLM a Testing Expert: Bringing Human-like Interaction to Mobile GUI Testing via Functionality-aware Decisions,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:51.205401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ce73ae7c-9ee7-4366-88ce-18fc97477d46 · outbound

This paper cites Gui-based software testing: An automated approach using gpt-4 and selenium webdriver,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Gui-based software testing: An automated approach using gpt-4 and selenium webdriver,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:50.970607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d7b126e8-a238-4972-a049-824323ef0be6 · outbound

This paper cites First experiments on automated execution of gherkin test specifications with collaborating llm agents,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models First experiments on automated execution of gherkin test specifications with collaborating llm agents,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:50.768392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d3200231-8d37-44a6-9999-5576acbbbd6b · outbound

This paper cites Evaluat- ing the effectiveness of neuroevolution for automated gui- based software testing,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Evaluat- ing the effectiveness of neuroevolution for automated gui- based software testing,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:50.587070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bc5aa35e-2eda-4a5a-8164-3a4f9635b1ef · outbound

This paper cites How effective are they? exploring large language model based fuzz driver generation,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models How effective are they? exploring large language model based fuzz driver generation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:50.390100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dece8b34-8b76-4885-8a45-c1f845922c66 · outbound

This paper cites Large language models can connect the dots: Exploring model optimization bugs with domain knowledge-aware prompts,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Large language models can connect the dots: Exploring model optimization bugs with domain knowledge-aware prompts,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:50.161854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 215ed752-0fe8-4ddc-9bb8-21c11e09b014 · outbound

This paper cites Llm4fin: Fully automating llm-powered test case generation for fintech software acceptance test- ing,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Llm4fin: Fully automating llm-powered test case generation for fintech software acceptance test- ing,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:49.881211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c0476224-667a-4d44-b055-ab19778afb71 · outbound

This paper cites From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:42:44.573163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61061b39-287e-453b-b59a-730b84229f3d · outbound

This paper cites Use of chatgpt as an assistant in the end-to-end test script generation for android apps,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Use of chatgpt as an assistant in the end-to-end test script generation for android apps,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:49.659248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 155b1d72-8d12-4fc8-9e27-71c5300c908b · outbound

This paper cites Large language models for equivalent mutant detection: How far are we?.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Large language models for equivalent mutant detection: How far are we?

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:49.463049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c3732f4e-95bd-44b0-9cf6-de40a1378216 · outbound

This paper cites Automated program repair via conversation: Fixing 162 out of 337 bugs for $0.42 each using chatgpt,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Automated program repair via conversation: Fixing 162 out of 337 bugs for $0.42 each using chatgpt,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:49.225089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation edc903f7-6312-4a26-949a-67f95ada9bc2 · outbound

This paper cites Cref: An llm-based con- versational software repair framework for programming tutors,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Cref: An llm-based con- versational software repair framework for programming tutors,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:48.976837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation edfe303e-0a5a-49c8-a8f1-7f33afd3eeeb · outbound

This paper cites Face it yourselves: An llm-based two-stage strategy to localize configuration errors via logs,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Face it yourselves: An llm-based two-stage strategy to localize configuration errors via logs,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:48.715973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e82cc37-dbc6-4c77-8460-dfc12f72f851 · outbound

This paper cites Guidelines for gui testing maintenance: a linter for test smell detection,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Guidelines for gui testing maintenance: a linter for test smell detection,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:48.449768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 54eb81a5-1e97-4f4d-a949-7ec1635a11e1 · outbound

This paper cites Chouette: An automated cross-platform ui crawler for improving app quality,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Chouette: An automated cross-platform ui crawler for improving app quality,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:48.270011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bdaf99a6-e7b2-45fa-b1c8-69d80aa95d1a · outbound

This paper cites An empirical study on the adop- tion of scripted gui testing for android apps,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models An empirical study on the adop- tion of scripted gui testing for android apps,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:48.026927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation efe1fd25-e1a0-47d1-beac-b0ac28c691fc · outbound

This paper cites ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:47.822055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9237c1c6-b313-4295-b910-08b8985f9c15 · outbound

This paper cites Rce: An in- tegration environment for engineering and science,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Rce: An in- tegration environment for engineering and science,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:47.485449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a4438cd1-d8b5-4ab3-a5cf-466f77abfdc5 · outbound

This paper cites Orchestrating tool chains for model-based systems engineering with rce,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Orchestrating tool chains for model-based systems engineering with rce,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:47.330382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8f566b87-d240-4db5-ad13-bd0995058162 · outbound

This paper cites Automated and manual testing in the development of the research software rce,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Automated and manual testing in the development of the research software rce,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:47.210700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8f386c9d-9123-4464-9cfa-d83561484685 · outbound

This paper cites Getting started with LLM prompt engineering,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Getting started with LLM prompt engineering,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:47.066936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7bd637f9-3b12-4619-b769-37907788c3bc · outbound

This paper cites GitHub - pywinauto/pywinauto: Windows GUI automation with python (based on text properties),.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models GitHub - pywinauto/pywinauto: Windows GUI automation with python (based on text properties),

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:46.859047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b9021c9-875c-44da-987c-83ec32da5100 · outbound

This paper cites Gerallt,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Gerallt,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:46.693056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 25448adc-f973-4df0-a2c1-55ba046b3619 · outbound

This paper cites ChatGPT,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models ChatGPT,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:46.540006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b40601a9-24ef-499f-9c55-c3245a847755 · outbound

This paper cites Pywinauto,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Pywinauto,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:46.402650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation acd15b37-8c6a-4e91-8a32-c77ed5aed6ce · outbound

This paper cites Dogtail,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Dogtail,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:46.245226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7abe30dc-1642-4d74-861a-c63590f1d4cd · outbound

This paper cites Selenium,.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Selenium,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:42:46.112040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 598e3d5a-ebcc-480c-a36d-e28aacf14ab5 · outbound

This paper cites an unresolved cited work.

Automated Testing of the GUI of a Real-Life Engineering Software using Large Language Models Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:42:45.976113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.