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Paper Citation Record · LEDGER

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction

As of 8 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2608.03598.

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

pith.paper-citation-record.v1
2608.03598 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:22:50.698085Z

measured 53 of 53 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

53 of 53 outbound references displayed

  • verified exact0
  • verified fuzzy34
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 49793069-8021-48cb-a508-f070e2faec1e · outbound

This paper cites Monitoring user interactions for supporting failure reproduction,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Monitoring user interactions for supporting failure reproduction,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.466681Z

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.

source=pdf_text observed=2026-08-05T16:22:50.506724Z digest=sha256:442f9025f444e22fe278e38bf97670a1c51e42b6b81042b36050549c2601f481

Observation 6ee749b9-11c6-479d-bc3b-2bed629f07c0 · outbound

This paper cites Interactive record/replay for web application debugging,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Interactive record/replay for web application debugging,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.453774Z

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.

source=pdf_text observed=2026-08-05T16:22:50.511206Z digest=sha256:2cd464f1db85c2a42452e9f8aa59d0dcaa53cb874b38e4cb15da976e89ee58b8

Observation 76fbddf7-8f08-40c3-989b-3233d1ddef40 · outbound

This paper cites What makes a good bug report?.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction What makes a good bug report?

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.515383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.515383Z digest=sha256:c37312ce40e5401d14eb86e0a11d3efd117e48875abdf931cc045d8c408c2c19

Observation 4422b0bf-6d47-43e9-b068-42990262c740 · outbound

This paper cites Assessing the quality of the steps to reproduce in bug reports,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Assessing the quality of the steps to reproduce in bug reports,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.519496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.519496Z digest=sha256:82d1142b5902d816ab283798e3e6f030a79aeb9cd5b468ff0fe249fe33469977

Observation 167a3d46-94aa-469d-840e-9158a79e8bac · outbound

This paper cites Improved bug reporting and reproduction through non-intrusive gui usage monitoring and automated replaying,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Improved bug reporting and reproduction through non-intrusive gui usage monitoring and automated replaying,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.422920Z

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.

source=pdf_text observed=2026-08-05T16:22:50.524379Z digest=sha256:8d79e3283ce2c79bd1a09a189e798d154946a6eda971931f6f6c21c75a1ebfc5

Observation 3d6e8df6-4971-4ea5-bf6a-f73e5ea7a662 · outbound

This paper cites Who should fix this bug?.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Who should fix this bug?

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.410971Z

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.

source=pdf_text observed=2026-08-05T16:22:50.528165Z digest=sha256:ebd6899ecb99a6fd31a9cdc7a2ac41efb377819776aa83461440358c7e443caf

Observation 79e15287-31f9-417f-8690-6eea521ca934 · outbound

This paper cites Analysis and design of selenium webdriver automation testing framework,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Analysis and design of selenium webdriver automation testing framework,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.398353Z

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.

source=pdf_text observed=2026-08-05T16:22:50.532363Z digest=sha256:1402ad4b945fed70ed517c4efbad9a3c47315193bc096882c9782e2e9bd7c257

Observation e777b45b-c868-4b74-937a-d2aeccc8860f · outbound

This paper cites Pathak,Web Automation Testing Using Playwright: End-to-end, API, accessibility, and visual testing using Playwright.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Pathak,Web Automation Testing Using Playwright: End-to-end, API, accessibility, and visual testing using Playwright

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.386661Z

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.

source=pdf_text observed=2026-08-05T16:22:50.536026Z digest=sha256:d5444ce19d5b5ee1277d26e4b8e1442cb025dedd1a50268739d75ac774b018e6

Observation 4b419bc7-5f3f-40cc-b8f1-05a26ba4dece · outbound

This paper cites Erratum: Leverag- ing flexible tree matching to repair broken locators in web automation scripts,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Erratum: Leverag- ing flexible tree matching to repair broken locators in web automation scripts,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.374772Z

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.

source=pdf_text observed=2026-08-05T16:22:50.539600Z digest=sha256:3b43a8e6e6c94656183be134c60c85557ce08f9efb7ee403ac51f9b7f4648f8e

Observation e9b33a06-3232-40a5-ba94-f0e51dc07456 · outbound

This paper cites Large language models are few- shot testers: Exploring llm-based general bug reproduction,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Large language models are few- shot testers: Exploring llm-based general bug reproduction,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.542926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.542926Z digest=sha256:f1e30241e702de98030316a6c45ef8e1a52da03f899ce5a766fde10561fe6801

Observation f0ab19d3-1711-4c9f-b700-57f7e86e9377 · outbound

This paper cites Assertflip: Reproduc- ing bugs via inversion of llm-generated passing tests,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Assertflip: Reproduc- ing bugs via inversion of llm-generated passing tests,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.546660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.546660Z digest=sha256:27c5edf36d4126ebf4dedff5470f4055f0cbb1251db861d2367f8b89eae820da

Observation 211b900d-9469-46c5-8504-32ecadd1adc8 · outbound

This paper cites Automated bug reproduction from user reviews for android applications,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Automated bug reproduction from user reviews for android applications,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.356690Z

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.

source=pdf_text observed=2026-08-05T16:22:50.550081Z digest=sha256:6ac1fd66753ca65b0bebb59abee8983856de2ab139daa1afea86ad5f1f7afadc

Observation 9b299320-5854-4096-a472-e16df2986a09 · outbound

This paper cites Recdroid+: Automated end-to-end crash reproduction from bug reports for android apps,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Recdroid+: Automated end-to-end crash reproduction from bug reports for android apps,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.345868Z

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.

source=pdf_text observed=2026-08-05T16:22:50.553470Z digest=sha256:618221fbcbf6764c4264cb9dd9c463618123a765428b5c5c35d0a6de5a4550af

Observation 720d1305-c315-4290-9655-e620830ea81e · outbound

This paper cites Prompting is all you need: Automated android bug replay with large language models,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Prompting is all you need: Automated android bug replay with large language models,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.333337Z

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.

source=pdf_text observed=2026-08-05T16:22:50.556905Z digest=sha256:e850942fcc0b84254dd765686e0b8aa4680d93ad4b6c21094837daee0c632421

Observation df8d0b7b-5bfb-48ac-b330-a1925c6fccbd · outbound

This paper cites Feedback-driven automated whole bug report reproduction for android apps,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Feedback-driven automated whole bug report reproduction for android apps,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.560904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.560904Z digest=sha256:aa2cebc9eb993dd2dd27556b34ad6d34bd00010ccc0687355f90cf6ef9a631c2

Observation e80f163b-cff7-47df-ad50-4693563108f0 · outbound

This paper cites Application monitoring for bug reproduction in web-based applications,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Application monitoring for bug reproduction in web-based applications,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.312789Z

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.

source=pdf_text observed=2026-08-05T16:22:50.564502Z digest=sha256:5b9511cd5c979b25e50792d29d6b0b0f93379b0c34708dab43aceabeb1f323d0

Observation fea50956-fb33-4101-ad99-bd027b550f58 · outbound

This paper cites Standing on the shoulders of giants: Bug-aware automated gui testing via retrieval augmentation,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Standing on the shoulders of giants: Bug-aware automated gui testing via retrieval augmentation,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.300161Z

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.

source=pdf_text observed=2026-08-05T16:22:50.567686Z digest=sha256:68cd3b4ba9f61075f327c80800c3674e90b8c7142c96917ff7cce36d40236297

Observation 6a0c4852-dd23-4bd8-a0bf-4e1b6460b2c4 · outbound

This paper cites Mind2web: Towards a generalist agent for the web,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Mind2web: Towards a generalist agent for the web,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.570777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.570777Z digest=sha256:3028e0fd8ac71c449d047c05714625d15efb59d37147b00355c1d9f8291188a2

Observation 23daec09-2be9-401f-86af-9a6636776c17 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.573816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.573816Z digest=sha256:f92409e94eae27b4fe51bc42ddc4c312776582f996069f32d7bd1d6804a78477

Observation 4e104533-14bd-4e56-9ac7-283800429f5e · outbound

This paper cites GPT-4V(ision) is a Generalist Web Agent, if Grounded.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction GPT-4V(ision) is a Generalist Web Agent, if Grounded

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.577761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.577761Z digest=sha256:2b629723c981eff383e8ac0406773b12d27f1c5e899309b241238303392813fa

Observation b17fb423-ede0-4dbf-9eae-cd038df43e07 · outbound

This paper cites React: Synergizing reasoning and acting in language models,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction React: Synergizing reasoning and acting in language models,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.581902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.581902Z digest=sha256:97323de7809248afdbab182697ae21cf0b81135a609d15e533fa35aa341adb50

Observation 5964137d-5790-422c-b337-0aafbb83bc2d · outbound

This paper cites Recent trends and challenges in using nlp techniques in software debugging: A systematic literature review,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Recent trends and challenges in using nlp techniques in software debugging: A systematic literature review,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.275281Z

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.

source=pdf_text observed=2026-08-05T16:22:50.585716Z digest=sha256:4c68cca750116270a38d3d3e36d9a6a208c9fffebd32d43d7ae6a98047841150

Observation fb739625-56eb-4694-b3e7-8c14a5fd4b69 · outbound

This paper cites Where should the bugs be fixed? more accurate information retrieval-based bug localization based on bug reports,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Where should the bugs be fixed? more accurate information retrieval-based bug localization based on bug reports,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.263526Z

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.

source=pdf_text observed=2026-08-05T16:22:50.589707Z digest=sha256:60fcd5c2a90256c135cae3d2050218f809bc2b64cd9253e1a58fd65f9c2e9b47

Observation cb4e20dd-6c50-4c31-9054-8fbadf6bcc22 · outbound

This paper cites Detecting missing information in bug descrip- tions,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Detecting missing information in bug descrip- tions,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.593496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.593496Z digest=sha256:56c24a03fc00b717e8e6b3a1f85f037517fe7aec73780c2bd897dd387728213a

Observation 6f935c81-3c40-4fd7-93d4-3da6306731b5 · outbound

This paper cites What’s in a bug report?.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction What’s in a bug report?

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.596960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.596960Z digest=sha256:324419bfde4abb7fa2b4c52f72aa7d1adb77e71203b04a5bdc4a0af33e0d9cee

Observation 903256e3-dc30-4735-b54e-436ec8e63840 · outbound

This paper cites AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.600348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.600348Z digest=sha256:5ac7c9b6e2a89f1635bb8a79408ee42d70f0ded10624aa77dd0ad4ee88bc3582

Observation 2f001633-9ac9-4ade-85b8-30edf0869f6f · outbound

This paper cites Automated system testing using visual gui testing tools: A comparative study in industry,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Automated system testing using visual gui testing tools: A comparative study in industry,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.237981Z

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.

source=pdf_text observed=2026-08-05T16:22:50.604657Z digest=sha256:29aedbaa27bd77fd53e84e9ce7b069e9111fd8d346212966beb6e286a298ccc7

Observation b055a0cb-19b6-4760-8839-05743848575c · outbound

This paper cites Automated testing of gui applications: models, tools, and controlling flakiness,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Automated testing of gui applications: models, tools, and controlling flakiness,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.227751Z

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.

source=pdf_text observed=2026-08-05T16:22:50.608213Z digest=sha256:66472f923ef208485708b79923a57356c88c8f1f992e84e6f265c10dcf1f9816

Observation 83d387f6-b7aa-488a-82db-2a9f9ea26153 · outbound

This paper cites Graphical user interface (gui) testing: Systematic mapping and repository,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Graphical user interface (gui) testing: Systematic mapping and repository,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.216033Z

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.

source=pdf_text observed=2026-08-05T16:22:50.612056Z digest=sha256:2dd82a731abf51712530ce40cd33688155a0086934badfef8f5baaf46bec716c

Observation 59d617e8-320d-464c-9975-3fdeb507de48 · outbound

This paper cites Finding bugs in web applications using dynamic test generation and explicit-state model checking,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Finding bugs in web applications using dynamic test generation and explicit-state model checking,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.203130Z

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.

source=pdf_text observed=2026-08-05T16:22:50.615743Z digest=sha256:5e66e1c2646e82b868f19547d8f079a9b76c25ed204d0569433b5c12cfab03a6

Observation cd90652d-1d18-4ec7-a5ba-dbdd96639329 · outbound

This paper cites A framework for automated testing of javascript web applications,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction A framework for automated testing of javascript web applications,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.191254Z

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.

source=pdf_text observed=2026-08-05T16:22:50.619502Z digest=sha256:df3bf5d32639e6dd2dc5507b9e829908fb405beb9dc72dac9177926d4f5b33a4

Observation 8186584a-d5bf-4505-8ea8-c70b2da40c80 · outbound

This paper cites Model-based vul- nerability testing for web applications,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Model-based vul- nerability testing for web applications,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.179418Z

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.

source=pdf_text observed=2026-08-05T16:22:50.623250Z digest=sha256:59827d4ea704d64ccfdae38363409192d15f449262146319c18dda1fbbccb5f8

Observation 58759d25-c815-47a8-9e07-5980b9db4523 · outbound

This paper cites Model-based testing leveraged for automated web tests,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Model-based testing leveraged for automated web tests,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.167301Z

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.

source=pdf_text observed=2026-08-05T16:22:50.627121Z digest=sha256:59965a5bdb67cc60fdf0d910decf57cc7d1550f5ff6fb954336f95cb7e11f298

Observation 8200fd11-117e-4a89-8eae-3c7d753a3e31 · outbound

This paper cites Automating functional tests using sele- nium,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Automating functional tests using sele- nium,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.156277Z

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.

source=pdf_text observed=2026-08-05T16:22:50.630882Z digest=sha256:087b14207fe265463fc064d5ad5d838bf3e1e9e964139463b341803b2206bf7d

Observation 6b4bd21d-7b08-4144-8f18-f09b7bb71471 · outbound

This paper cites Selenium framework for web automation testing: A systematic literature review,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Selenium framework for web automation testing: A systematic literature review,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.144451Z

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.

source=pdf_text observed=2026-08-05T16:22:50.634790Z digest=sha256:4a4c888c182d2978e48ec3c64e77063c10d0bb52f56ee557a4e79a7c3606cea0

Observation 67ccc954-fab7-4d51-b8f5-a1a38003d6cb · outbound

This paper cites Exploring browser automation: A comparative study of selenium, cypress, puppeteer, and playwright,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Exploring browser automation: A comparative study of selenium, cypress, puppeteer, and playwright,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.133756Z

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.

source=pdf_text observed=2026-08-05T16:22:50.638932Z digest=sha256:25fdc3c67691e330ef4e3d4317ae05b54d2b255921f80e9ea434da03e3446d95

Observation bb61616b-3984-40a3-8365-7f0c1638bb34 · outbound

This paper cites Automatically reproducing android bug reports using natural language processing and reinforcement learning,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Automatically reproducing android bug reports using natural language processing and reinforcement learning,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.121645Z

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.

source=pdf_text observed=2026-08-05T16:22:50.642683Z digest=sha256:4f7037bcf79477bcba39a008c9b0a5b13f51efa32c06285fbd1b43096c28bc53

Observation 4c73e620-729b-4c9e-934a-e089b15fbeaa · outbound

This paper cites An empirical investigation into the reproduction of bug reports for android apps,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction An empirical investigation into the reproduction of bug reports for android apps,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.109200Z

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.

source=pdf_text observed=2026-08-05T16:22:50.645898Z digest=sha256:318fb28b11a26b2d053149bda76bdaa14e9274f2904458c05c3930bf7c9349ad

Observation 497fa99c-f763-4d05-8c5a-9b56081580b9 · outbound

This paper cites Considering browser interaction in web application testing,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Considering browser interaction in web application testing,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.096599Z

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.

source=pdf_text observed=2026-08-05T16:22:50.649229Z digest=sha256:d8e1b38e6f4fb8639cef98a6e1d9aba3173dfe1404dd433bc87e607e1bce7069

Observation b782ed2a-0095-4856-8e4a-4883680b4a5e · outbound

This paper cites Leveraging user interactions for in-depth testing of web applications,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Leveraging user interactions for in-depth testing of web applications,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.085573Z

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.

source=pdf_text observed=2026-08-05T16:22:50.653087Z digest=sha256:38af08894122c92693b92cf8bdb57e77a37279915096ab068319524a2564e019

Observation 947c9ea5-4604-4ba2-895f-ac10f9ef3d81 · outbound

This paper cites Wevquery: Testing hypotheses about web interaction patterns,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Wevquery: Testing hypotheses about web interaction patterns,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.073004Z

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.

source=pdf_text observed=2026-08-05T16:22:50.656326Z digest=sha256:5f5e0a600310e7bc969530e8e24067ef82b321b76f6e464d61a7e276b2108f53

Observation acbc06e2-403a-4aac-8ea5-4444bef85feb · outbound

This paper cites Chatunitest: A framework for llm-based test generation,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Chatunitest: A framework for llm-based test generation,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.061780Z

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.

source=pdf_text observed=2026-08-05T16:22:50.660030Z digest=sha256:1e51bdfd3c32f14e4fb374e76cfc0299e3847990e8ec6bbd5f0c74f6da57d66c

Observation ddbef130-5b67-404b-bec3-b0025bf58455 · outbound

This paper cites An empirical evaluation of using large language models for automated unit test generation,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction An empirical evaluation of using large language models for automated unit test generation,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.663126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.663126Z digest=sha256:3b2562712425044c319a9e7df8d1fb731cbe967c7704539054f8336f67388944

Observation a17e7e15-1f69-4518-8738-3d507f18d627 · outbound

This paper cites Llm for test script generation and migration: Challenges, capabilities, and opportunities,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Llm for test script generation and migration: Challenges, capabilities, and opportunities,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.043951Z

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.

source=pdf_text observed=2026-08-05T16:22:50.666316Z digest=sha256:21d28bf2b24c1b7a5985049a09a3a2b586d0f6a071e728270836a6fcd86b972d

Observation 8e27aadc-eff8-4b14-93d2-71a096185ac2 · outbound

This paper cites Inferfix: End-to-end program repair with llms,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Inferfix: End-to-end program repair with llms,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.030403Z

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.

source=pdf_text observed=2026-08-05T16:22:50.669684Z digest=sha256:2271683d0990acfb71c62935464f94b4790e251d3e25806eec4bf6999ef0820d

Observation e747676b-da03-4aa1-8565-873b927d657e · outbound

This paper cites Can we enhance bug report quality using llms?: An empirical study of llm-based bug report generation,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Can we enhance bug report quality using llms?: An empirical study of llm-based bug report generation,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.673127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.673127Z digest=sha256:960993d02182a13d45f028aabd853651d208567a2555966e33bc589593e59148

Observation 8bc45b36-d7b7-4d79-8be4-f0f7b0c40380 · outbound

This paper cites Guardian: A runtime framework for llm-based ui exploration,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Guardian: A runtime framework for llm-based ui exploration,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:51.012231Z

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.

source=pdf_text observed=2026-08-05T16:22:50.676166Z digest=sha256:d84ca91a3fcca05911e15d3e476d27c77fe9ebd1372a8495808e1bc798140139

Observation 62b16f73-fcdd-40cb-813f-766e6dcd6dad · outbound

This paper cites Make llm a testing expert: Bringing human-like interaction to mobile gui testing via functionality-aware decisions,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Make llm a testing expert: Bringing human-like interaction to mobile gui testing via functionality-aware decisions,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:22:50.999786Z

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.

source=pdf_text observed=2026-08-05T16:22:50.679207Z digest=sha256:ad49dee356852051ef6aa8abbd7e0b0bef9c5863202986f12289163d044957de

Observation d09560b0-9db6-4757-b1c7-2b322f777f36 · outbound

This paper cites Towards generating ui design feedback with llms,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Towards generating ui design feedback with llms,

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.682302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.682302Z digest=sha256:725ae7d36ed3dc841430d74001f3b5f7f2e906f720ce7470b1f9de5bebf399b6

Observation e4d5ed6c-07a8-4347-9fff-a80d1b1df4ae · outbound

This paper cites Issue2test: Generating reproducing test cases from issue reports,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Issue2test: Generating reproducing test cases from issue reports,

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.685683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.685683Z digest=sha256:9fd23c409ff05f67cfedfa0be36fe068d29991d53fdf06d5e3a1168db264fbe5

Observation 2b983a58-3f0e-45d5-810f-36d9b06b4911 · outbound

This paper cites AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.688728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.688728Z digest=sha256:02b97b59b8cc15572b374e1164493857a1e99a371c20ee05e1d6da78a6b5a90e

Observation a9220860-02ba-4625-917f-c68eb66feb2e · outbound

This paper cites LASER: LLM Agent with State-Space Exploration for Web Navigation.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction LASER: LLM Agent with State-Space Exploration for Web Navigation

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.693744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.693744Z digest=sha256:c6c55c8e2df3e710b8116dd2ab63dabe0bb14032bdfa15571a8d43c933086b74

Observation 370a9ea3-d576-4ccd-9981-f843e8426c59 · outbound

This paper cites Visualwebarena: Evaluating multimodal agents on realistic visual web tasks,.

From Bug Reports to Browser-Executable Procedures: An LLM-Driven Agent for Web GUI Bug Reproduction Visualwebarena: Evaluating multimodal agents on realistic visual web tasks,

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.698085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:22:50.698085Z digest=sha256:466abe20ce973307506c4d2079418e95a2f4a02618e2fa7b02926008c0383491

Pith citing papers

No inbound Pith citation observations are available.