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Paper Citation Record · LEDGER

The role of large language models in UI/UX design: A systematic literature review

As of 8 August 2026, this Paper Citation Record lists 97 of 97 outbound references and 2 inbound Pith citation observations for arXiv:2507.04469.

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

pith.paper-citation-record.v1
2507.04469 v2

Coverage vector

measured 97 of 97 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:49:28.838091Z

measured 99 of 99 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:42:13.276274Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T13:31:36.163028Z

Reference resolution

97 of 97 outbound references displayed

  • verified exact13
  • verified fuzzy9
  • unresolved58
  • parse uncertain0
  • malformed identifier8
  • metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f34fa48f-97d1-4b70-8af2-7cb198fb6ef4 · outbound

This paper cites The WebAIM million – 2022 update.https://webaim.org/ blog/webaim-million-2022.

The role of large language models in UI/UX design: A systematic literature review The WebAIM million – 2022 update.https://webaim.org/ blog/webaim-million-2022

Reference 1

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Observation 4605bc2c-ff6c-4184-8770-d04c879ba7db · outbound

This paper cites Why is UX design important for business?https://tinyurl.

The role of large language models in UI/UX design: A systematic literature review Why is UX design important for business?https://tinyurl

Reference 2

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source=pdf_text observed=2026-08-06T19:49:13.818300Z digest=sha256:2bb904cebaec1889a30d03d9e064e9b46b042601c363d9d64518d4507e39f681

Observation 7df2f442-b14a-4a76-8c1f-ec60aa399f0b · outbound

This paper cites User experience design using machine learning: A systematic review.

The role of large language models in UI/UX design: A systematic literature review User experience design using machine learning: A systematic review

Reference 3

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no resolver link, observed 2026-08-06T19:49:13.915404Z

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source=pdf_text observed=2026-08-06T19:49:13.915404Z digest=sha256:e411c8086f4b161e11cd0cb18376172c271dba29a15573c9b621982b0949679a

Observation 1c6b217a-1931-4e3b-b0ff-ce0ef2a79a25 · outbound

This paper cites Enhancing accessibility in software engineering projects with large language models (llms), in: Proceedings of the 56th ACM Technical Sym- posium on Computer Science Education V.

The role of large language models in UI/UX design: A systematic literature review Enhancing accessibility in software engineering projects with large language models (llms), in: Proceedings of the 56th ACM Technical Sym- posium on Computer Science Education V

Reference 4

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source=pdf_text observed=2026-08-06T19:49:14.026132Z digest=sha256:74f95befe4b8c65bdd8f4b59205af7189fe072a6e1f8519bae205f34906efa06

Observation 11ed1292-2e19-4f61-a687-4b119416dddd · outbound

This paper cites Importance of UX design in 60+ statistics.https: //tinyurl.com/2achsybv.

The role of large language models in UI/UX design: A systematic literature review Importance of UX design in 60+ statistics.https: //tinyurl.com/2achsybv

Reference 5

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source=pdf_text observed=2026-08-06T19:49:14.141496Z digest=sha256:26315ba927a08b40a092034878976ea9476128386de05bb817c37dee952c1884

Observation 86a19c61-9be9-4c4e-a4da-f053a1a27cf1 · outbound

This paper cites pix2code: Generating code from a graphi- cal user interface screenshot, in: Proceedings of the ACM SIGCHI SymposiumonEngineeringInteractiveComputingSystems,pp.1–6.

The role of large language models in UI/UX design: A systematic literature review pix2code: Generating code from a graphi- cal user interface screenshot, in: Proceedings of the ACM SIGCHI SymposiumonEngineeringInteractiveComputingSystems,pp.1–6

Reference 6

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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.

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Observation 8e2e0466-e82e-4065-aadd-46d49408ec54 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 7

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source=pdf_text observed=2026-08-06T19:49:14.389288Z digest=sha256:1245509e26260eed0e91732adb17dde5ca4d4034c22780740d4b6cdad49fc7e6

Observation 5d896312-4946-4a33-85bf-74047ae373c2 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-06T19:49:14.530069Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T19:49:14.530069Z digest=sha256:380cee0a92e1e3d4cb81a8bca78d925d2aef4e0ef5198827c70028bd0ec8e20e

Observation bc739278-4f5b-41a6-99a0-2b13288e2b51 · outbound

This paper cites Fromleadertolaggard:Ananalysisofblackberry’sui/ux missteps and the decline of a tech giant.

The role of large language models in UI/UX design: A systematic literature review Fromleadertolaggard:Ananalysisofblackberry’sui/ux missteps and the decline of a tech giant

Reference 9

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doi, observed 2026-08-06T19:49:31.262965Z

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=2026-08-06T19:49:14.665692Z digest=sha256:8b5484a83c3d584fdad7b2dd9e31f4c4e4c94a6c1ad8ad7685640bfc8d575ff6

Observation 57c2fdc3-7588-4740-9734-248dc6ea218c · outbound

This paper cites Accelerating innovation with gen- erativeai:Ai-augmenteddigitalprototypingandinnovationmethods.

The role of large language models in UI/UX design: A systematic literature review Accelerating innovation with gen- erativeai:Ai-augmenteddigitalprototypingandinnovationmethods

Reference 10

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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=2026-08-06T19:49:14.801426Z digest=sha256:b73cc2eb582f03dff3674ce927d0caf1f16e644fd8f10208cc6d0a499884a543

Observation 8915f1cc-4c28-44a0-8740-62a843869954 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-06T19:49:14.932256Z digest=sha256:d9868f177f4fb30077707d9b26f50bad590d3a65960eba582975bb18af03f8a0

Observation 034575b1-c4f4-41dc-8fd8-02b7096eb20d · outbound

This paper cites Effects of successful adoption of information technology enabled services in proposed smart cities of india: From user experience perspective.

The role of large language models in UI/UX design: A systematic literature review Effects of successful adoption of information technology enabled services in proposed smart cities of india: From user experience perspective

Reference 12

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doi, observed 2026-08-06T19:49:31.054873Z

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=2026-08-06T19:49:15.230063Z digest=sha256:9e6c48490c56fd262ddb3b614608275c6f5be1cff6ec4266d06ffa1973db5b8d

Observation 0d9c91af-9387-4f4b-9c3f-53c9688ec143 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-06T19:49:15.365759Z digest=sha256:a4d62dda41612ccffe359e93f66963828804c3ca0656cce759c101a24b8c74be

Observation de3946e6-4cd1-42f6-a347-0aabf02f17a3 · outbound

This paper cites From ui designimagetoguiskeleton:Aneuralmachinetranslatortobootstrap mobile gui implementation, in: Proceedings of the 40th International Conference on Software Engineering, pp.

The role of large language models in UI/UX design: A systematic literature review From ui designimagetoguiskeleton:Aneuralmachinetranslatortobootstrap mobile gui implementation, in: Proceedings of the 40th International Conference on Software Engineering, pp

Reference 14

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source=pdf_text observed=2026-08-06T19:49:15.501858Z digest=sha256:1ef1e5d265ed627b48114eb378a941e9b2bcd77c12bbac70470b97801630e508

Observation b288bc29-df3f-4e4c-8960-da96b5aeea71 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 15

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source=pdf_text observed=2026-08-06T19:49:15.650615Z digest=sha256:0a914e2c94be42435d8a98254054f1a139c2ae84e45236aeba80aa731b127eba

Observation 5a862602-d235-4884-a91e-ff8f65196667 · outbound

This paper cites Llmr: Real-time prompting ofinteractiveworldsusinglargelanguagemodels,in:Proceedingsof the 2024 CHI Conference on Human Factors in Computing Systems, ACM.

The role of large language models in UI/UX design: A systematic literature review Llmr: Real-time prompting ofinteractiveworldsusinglargelanguagemodels,in:Proceedingsof the 2024 CHI Conference on Human Factors in Computing Systems, ACM

Reference 16

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source=pdf_text observed=2026-08-06T19:49:15.787843Z digest=sha256:5f80c49df12b9f39b405819bd19158c717831c9a0276c2a82b746f41fbcada23

Observation 30c9a505-84c0-4724-97a1-15c11c4935b1 · outbound

This paper cites Rico:Amobileappdatasetforbuilding data-driven design applications, in: Proceedings of the 30th Annual ACMSymposiumonUserInterfaceSoftwareandTechnology(UIST ’17), pp.

The role of large language models in UI/UX design: A systematic literature review Rico:Amobileappdatasetforbuilding data-driven design applications, in: Proceedings of the 30th Annual ACMSymposiumonUserInterfaceSoftwareandTechnology(UIST ’17), pp

Reference 17

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source=pdf_text observed=2026-08-06T19:49:15.915929Z digest=sha256:e12408fc7b875dbdf812d9a738f543a83526373be4f9f29da514c1ecfe2fe562

Observation b46e874f-adc5-40ce-87be-d66da039f562 · outbound

This paper cites A Survey on In-context Learning.

The role of large language models in UI/UX design: A systematic literature review A Survey on In-context Learning

Reference 18

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Observation adf681d0-8402-4efe-901e-7f5aea290a49 · outbound

This paper cites Isuxdesignstressful? URL: https://www.visily.

The role of large language models in UI/UX design: A systematic literature review Isuxdesignstressful? URL: https://www.visily

Reference 19

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Observation 939d9d39-0abc-48be-9759-7c551dce9579 · outbound

This paper cites Towards generating ui de- sign feedback with llms, in: Adjunct Proceedings of the 36th Annual ACMSymposiumonUserInterfaceSoftwareandTechnology,ACM.

The role of large language models in UI/UX design: A systematic literature review Towards generating ui de- sign feedback with llms, in: Adjunct Proceedings of the 36th Annual ACMSymposiumonUserInterfaceSoftwareandTechnology,ACM

Reference 22

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Observation 5a068de3-489c-450f-9617-d56d466cf3d1 · outbound

This paper cites Generating automatic feedback on ui mockups with large language models, in: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, ACM.

The role of large language models in UI/UX design: A systematic literature review Generating automatic feedback on ui mockups with large language models, in: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, ACM

Reference 23

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source=pdf_text observed=2026-08-06T19:49:16.769133Z digest=sha256:5bac477cda4440f29a0cd0d31dbcd033aa3807ac7cc4b154bef38959d69b3c0b

Observation af9232be-ca68-4470-b644-760ce4dde78f · outbound

This paper cites Optimizing user interface layouts via gradient descent, in: Proceedings of the 2020 CHIConferenceonHumanFactorsinComputingSystems,pp.1–12.

The role of large language models in UI/UX design: A systematic literature review Optimizing user interface layouts via gradient descent, in: Proceedings of the 2020 CHIConferenceonHumanFactorsinComputingSystems,pp.1–12

Reference 24

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source=pdf_text observed=2026-08-06T19:49:16.892930Z digest=sha256:e5a7ad30e2a896f8416c008ccbdd351ae3421c541856c70d32579c1a5f39ec91

Observation 77c0f73c-ce1f-453e-8716-d97ef1400bc7 · outbound

This paper cites Predicting interaction effort in web interface widgets.

The role of large language models in UI/UX design: A systematic literature review Predicting interaction effort in web interface widgets

Reference 25

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source=pdf_text observed=2026-08-06T19:49:17.011824Z digest=sha256:790afcaf8d94f961a84c259512ab9060a1c2cdeb69ba7179d1d48b924d33a7a7

Observation 22fab91d-62d3-4abb-8d0d-d1d8fad96b53 · outbound

This paper cites Dreamcodevr: Towardsdemocratizingbehaviordesigninvirtualrealitywithspeech- driven programming, in: 2024 IEEE Conference Virtual Reality and 3D User Interfaces (VR), IEEE.

The role of large language models in UI/UX design: A systematic literature review Dreamcodevr: Towardsdemocratizingbehaviordesigninvirtualrealitywithspeech- driven programming, in: 2024 IEEE Conference Virtual Reality and 3D User Interfaces (VR), IEEE

Reference 26

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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=2026-08-06T19:49:17.082555Z digest=sha256:d82273899c01118e1adbaade240ef9259f6e3637c814c340b2cc4f2a02e7d012

Observation a07f42a3-10e8-471e-8741-7a73acba6e01 · outbound

This paper cites Artificial intelligence and interaction design for a positive emotional user experience, in: Karwowski, W., Ahram, T.

The role of large language models in UI/UX design: A systematic literature review Artificial intelligence and interaction design for a positive emotional user experience, in: Karwowski, W., Ahram, T

Reference 27

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doi, observed 2026-08-06T19:49:30.769415Z

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

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Observation 8e662d74-7016-482e-a020-4bf0e1743a1c · outbound

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

The role of large language models in UI/UX design: A systematic literature review Large Language Models for Software Engineering: A Systematic Literature Review

Reference 28

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source=pdf_text observed=2026-08-06T19:49:17.301964Z digest=sha256:230ae47018b9c1d68c6832d899716554bf2088cf3f8b66d181d5c64faa5088f0

Observation 694e347f-0a6f-4d31-a21c-a0df6e73e1cd · outbound

This paper cites Towards reasoning in large lan- guage models: A survey.

The role of large language models in UI/UX design: A systematic literature review Towards reasoning in large lan- guage models: A survey

Reference 29

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Observation c21753c0-b018-4010-8707-7f1d2f1e501e · outbound

This paper cites Largelanguagemodels for code completion: A systematic literature review.

The role of large language models in UI/UX design: A systematic literature review Largelanguagemodels for code completion: A systematic literature review

Reference 30

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source=pdf_text observed=2026-08-06T19:49:17.576653Z digest=sha256:c33995d19ab6e95db317c3fea95ae59de17c4c5795b0b54827d2fd7f8d79bdd1

Observation 88e88f9a-edbd-4368-b380-a781f702ff0d · outbound

This paper cites Promptmaker: Prompt-based prototyping with large languagemodels,in:ExtendedAbstractsofthe2022CHIConference on Human Factors in Computing Systems, ACM.

The role of large language models in UI/UX design: A systematic literature review Promptmaker: Prompt-based prototyping with large languagemodels,in:ExtendedAbstractsofthe2022CHIConference on Human Factors in Computing Systems, ACM

Reference 31

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no resolver link, observed 2026-08-06T19:49:17.762110Z

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Observation 00d1c16d-78be-4a2b-913e-5531f5745bc1 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 32

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Observation af98da36-b430-49d4-b425-cab6b96b79a3 · outbound

This paper cites Large language model forrequirementsengineering:Asystematicliteraturereview.

The role of large language models in UI/UX design: A systematic literature review Large language model forrequirementsengineering:Asystematicliteraturereview

Reference 33

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Observation dd3e7879-1b7c-4d42-9aa9-7a35e1482838 · outbound

This paper cites Technology trends for ux/ui of smart contents.

The role of large language models in UI/UX design: A systematic literature review Technology trends for ux/ui of smart contents

Reference 34

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source=pdf_text observed=2026-08-06T19:49:18.415299Z digest=sha256:887d4ee3911cc6b2549ec27b217a55abda43acd572d4d11d4bb0aeec63d866e7

Observation 1e4500c8-04c5-4c52-add7-6be1a4c633ce · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 35

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no resolver link, observed 2026-08-06T19:49:18.124470Z

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source=pdf_text observed=2026-08-06T19:49:18.124470Z digest=sha256:959a509d0ac84730fa8d848d99c59e873d3fd0c4eaeaf0e9a7a6934f84997003

Observation 9cf5dce1-da76-4e29-83d0-b39bf7b1b413 · outbound

This paper cites Systematic literature reviews in software engi- neering – a systematic literature review.

The role of large language models in UI/UX design: A systematic literature review Systematic literature reviews in software engi- neering – a systematic literature review

Reference 36

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verified exact
doi, observed 2026-08-06T19:49:30.560545Z

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=2026-08-06T19:49:18.741265Z digest=sha256:470e5eee435ddeb714c416f7823de267b24613d603776cef644536b1eb56cce9

Observation fae7365e-4424-485c-9358-b8fe90c933ff · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 37

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no resolver link, observed 2026-08-06T19:49:18.578815Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T19:49:18.578815Z digest=sha256:f8cefb22cbcdf3f57c50e552f3cd0aadb9e39985286890296fce6834e8978bd2

Observation ad14def5-a16b-4cd3-83c2-953d9280d30d · outbound

This paper cites On ’artificial intelligence- user interface’ approach, in: 2019 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON), pp.

The role of large language models in UI/UX design: A systematic literature review On ’artificial intelligence- user interface’ approach, in: 2019 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON), pp

Reference 38

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

source=pdf_text observed=2026-08-06T19:49:19.216680Z digest=sha256:e013cff164b0e481d5f7f20dea08cac8c08f41005a1b2170cdd2e7550605ad38

Observation e025dcf5-bec8-4cb4-8373-06e3b6097c19 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 39

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source=pdf_text observed=2026-08-06T19:49:18.918839Z digest=sha256:a2ccbc449ec26132f8965bc27240f4bd3141b5a8b5a862b16b470ec74e3bbac6

Observation 36b5e274-0da5-4c6b-944f-5a3193d73933 · outbound

This paper cites Pretrain, prompt, and predict: A systematic survey of prompting methods in natural language processing.

The role of large language models in UI/UX design: A systematic literature review Pretrain, prompt, and predict: A systematic survey of prompting methods in natural language processing

Reference 40

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doi, observed 2026-08-06T19:49:30.248012Z

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=2026-08-06T19:49:19.512635Z digest=sha256:2fb55a16d76d808e29b384831a90a8d8c25fe030676c3591c78f9497572887ab

Observation 410621fd-973e-48e8-91c7-e692175ed45d · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 41

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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=2026-08-06T19:49:19.779800Z digest=sha256:95d21335435ef22b779f2f8aa83473ff51cb7441a5e24a31be6e4c2ade98ac2e

Observation 5aecae2f-beec-40e5-a46b-ac3bbf7b14aa · outbound

This paper cites Ai is not enough: A hybrid technical approach to ai adoption in ui linting with heuristics, in: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, ACM.

The role of large language models in UI/UX design: A systematic literature review Ai is not enough: A hybrid technical approach to ai adoption in ui linting with heuristics, in: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, ACM

Reference 43

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raw_fallback, observed 2026-08-06T19:49:35.646536Z

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=2026-08-06T19:49:20.166908Z digest=sha256:d076ff2621ab503426bb826fdda6afd0ae3bd29c8c085c3a874c977843bdb63b

Observation 1b00371d-7f3f-4792-a071-b5baedc14cd1 · outbound

This paper cites AI Assistance for UX: A Literature Review Through Human-Centered AI.

The role of large language models in UI/UX design: A systematic literature review AI Assistance for UX: A Literature Review Through Human-Centered AI

Reference 44

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source=pdf_text observed=2026-08-06T19:49:20.308515Z digest=sha256:6ec967e92f7248e27657323e2ab8603c65613087bba59f677fc7e5396c17aa60

Observation f2c957d3-6a3b-4731-a04a-82e4161e5abf · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 45

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no resolver link, observed 2026-08-06T19:49:19.962072Z

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source=pdf_text observed=2026-08-06T19:49:19.962072Z digest=sha256:eb9dfaa277c0272c955e1331de6cf8258c4a9aeeaec4d14b45c25cd2303639ae

Observation 0e6849e7-8fe1-4b7d-a5bd-21ecbaa7bffa · outbound

This paper cites Machine learning-based prototyping of graphical user in- terfacesformobileapps.

The role of large language models in UI/UX design: A systematic literature review Machine learning-based prototyping of graphical user in- terfacesformobileapps

Reference 47

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raw_fallback, observed 2026-08-06T19:49:35.253734Z

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=2026-08-06T19:49:20.791318Z digest=sha256:093bebd797b876543ae7e42d83f33e7b82e4cf2f90414e08eaa76d73eb19584d

Observation 802daf5f-9d38-48b6-b686-04752558f5ad · outbound

This paper cites The influence of ux design on user retention and conversion rates in mobile apps.

The role of large language models in UI/UX design: A systematic literature review The influence of ux design on user retention and conversion rates in mobile apps

Reference 48

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source=pdf_text observed=2026-08-06T19:49:20.460765Z digest=sha256:8c4dc07899ef92aa2a0fd4c258dc8256730877ab36033a87dfc15c42e1707d33

Observation e23f7005-3db8-4fcf-9bd3-10f5e3e2f095 · outbound

This paper cites Holistic multi-layered system design for human-centered dialog systems, in: 2024IEEE4thInternationalConferenceonHuman-MachineSystems (ICHMS), IEEE.

The role of large language models in UI/UX design: A systematic literature review Holistic multi-layered system design for human-centered dialog systems, in: 2024IEEE4thInternationalConferenceonHuman-MachineSystems (ICHMS), IEEE

Reference 49

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no resolver link, observed 2026-08-06T19:49:21.287975Z

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source=pdf_text observed=2026-08-06T19:49:21.287975Z digest=sha256:a71e529a2f69af518cd0a1afbada52211cee4cfabeb10763001ca81d639dfea9

Observation 53d554ec-fe1d-4914-a069-3e0110ad69b0 · outbound

This paper cites BlackBox Toolkit: Intelligent Assistance to UI Design.

The role of large language models in UI/UX design: A systematic literature review BlackBox Toolkit: Intelligent Assistance to UI Design

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:49:29.960061Z

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=2026-08-06T19:49:21.415424Z digest=sha256:6952fd8b9cdbfd4fdbac11ae888f234c600933691cd1efb560f4a40dfe98182d

Observation 427473f0-eed3-4663-9c75-d2a9e1e1b953 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-06T19:49:20.921261Z digest=sha256:41a8ae10b4cf00356a8448e8df484a5fedb169cdd301e908952fb86f999e2505

Observation 5e45e4ec-f73e-4751-8fd5-ac1ded321348 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 52

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no resolver link, observed 2026-08-06T19:49:21.116215Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T19:49:21.116215Z digest=sha256:e1deb7d4bd403cc3610d50ebc5f5d01a28ed3ed2acdf3bd8a70d081acc7ec996

Observation 6e905033-22db-4c9d-9509-7c3d22cf9596 · outbound

This paper cites In situ ai prototyping: Infusing multimodal prompts into mobile settings with mobilemaker, in: 2024 IEEE Symposium on VisualLanguagesandHuman-CentricComputing(VL/HCC),IEEE.

The role of large language models in UI/UX design: A systematic literature review In situ ai prototyping: Infusing multimodal prompts into mobile settings with mobilemaker, in: 2024 IEEE Symposium on VisualLanguagesandHuman-CentricComputing(VL/HCC),IEEE

Reference 53

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no resolver link, observed 2026-08-06T19:49:21.964057Z

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source=pdf_text observed=2026-08-06T19:49:21.964057Z digest=sha256:0a579b62e3ae6c13051b7eeaa92ef75df6971375e29cb11433eb86d7ff9be9cd

Observation f819f89b-a91f-4efa-adc8-44738c31552b · outbound

This paper cites Promptinfuser: Bringing user interface mock-ups to life with large language models, in: Extended Abstractsofthe2023CHIConferenceonHumanFactorsinComput- ing Systems, ACM.

The role of large language models in UI/UX design: A systematic literature review Promptinfuser: Bringing user interface mock-ups to life with large language models, in: Extended Abstractsofthe2023CHIConferenceonHumanFactorsinComput- ing Systems, ACM

Reference 54

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no resolver link, observed 2026-08-06T19:49:22.098707Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T19:49:22.098707Z digest=sha256:ff667cf5a561195d8794e198550ed74e170d8db0efca8a36579bd7b1db9ab348

Observation 46165b6d-5999-4dfa-9fba-09cafbebe276 · outbound

This paper cites Starrystudioai: Automating ui design with code-based generative ai and rag, in: 2025 IEEE 15th Annual Computing and Communication Workshop and Conference (CCWC), pp.

The role of large language models in UI/UX design: A systematic literature review Starrystudioai: Automating ui design with code-based generative ai and rag, in: 2025 IEEE 15th Annual Computing and Communication Workshop and Conference (CCWC), pp

Reference 55

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source=pdf_text observed=2026-08-06T19:49:21.595098Z digest=sha256:94fae0f65456e5369e91495311c1ffac9e55e31eb2162a270ea843d473b33132

Observation a8291e3f-4dcb-4086-81d0-e39579dbdef6 · outbound

This paper cites Guidelines for conducting systematic mapping studies in software engineering: An update.

The role of large language models in UI/UX design: A systematic literature review Guidelines for conducting systematic mapping studies in software engineering: An update

Reference 56

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no resolver link, observed 2026-08-06T19:49:21.809272Z

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source=pdf_text observed=2026-08-06T19:49:21.809272Z digest=sha256:cb0045bc4413bc5c2718f0007bdaf6b648db4a4523ba72ba4d6c80c46398e3d4

Observation ea71dab1-99bb-46cf-92f3-25f0fcdda974 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 57

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no resolver link, observed 2026-08-06T19:49:22.517788Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T19:49:22.517788Z digest=sha256:ec6cf9fe94e294d91f183dcf4e9220dbd17db7713a0dd07f079a357440e78f50

Observation 8b0d2a64-af0d-4494-bafa-31ae3601090b · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 58

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T19:49:34.105192Z

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=2026-08-06T19:49:22.845847Z digest=sha256:1628745c0062a60b5795a0a4d217579c882b42f5df6df15cf79e16fcba72d2e3

Observation 6541a4a1-6496-47d0-bf12-e0e64871bfd8 · outbound

This paper cites Promptinfuser: How tightly coupling ai and ui design impacts designers’ workflows, in: Proceed- ings of the 2024 ACM Designing Interactive Systems Conference, ACM.

The role of large language models in UI/UX design: A systematic literature review Promptinfuser: How tightly coupling ai and ui design impacts designers’ workflows, in: Proceed- ings of the 2024 ACM Designing Interactive Systems Conference, ACM

Reference 59

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no resolver link, observed 2026-08-06T19:49:22.235275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:22.235275Z digest=sha256:a3dc51207645387cee0e9a67b4c7f6bcd8865b2c2b03904de03ba10ae4f79d8c

Observation 448e0fa4-509a-425b-b5c7-cb22a732c5ad · outbound

This paper cites Reasoning with large language models, a survey.

The role of large language models in UI/UX design: A systematic literature review Reasoning with large language models, a survey

Reference 60

Resolution
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no resolver link, observed 2026-08-06T19:49:22.378334Z

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source=pdf_text observed=2026-08-06T19:49:22.378334Z digest=sha256:1aa5614cc21cd63b50625101589d87e092e757742a4e47059d2cd0c59d42a371

Observation f600d945-7294-4995-88c9-83fb936fe008 · outbound

This paper cites Classi- fying design-level requirements using machine learning for a recom- mender of interaction design patterns.

The role of large language models in UI/UX design: A systematic literature review Classi- fying design-level requirements using machine learning for a recom- mender of interaction design patterns

Reference 61

Resolution
verified exact
raw_fallback, observed 2026-08-06T19:49:33.488963Z

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=2026-08-06T19:49:23.470632Z digest=sha256:32c5a44aec86fbe0eb52cc4a197e82404fc7de7e88da8d239e0e43452764bed0

Observation 30a0c952-1278-4f7b-8f74-03ffeccc53f2 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 62

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no resolver link, observed 2026-08-06T19:49:23.625506Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T19:49:23.625506Z digest=sha256:80105b4883691ca5f2ee235d3cb73118bc529d51bdad19d8ac2546212c771805

Observation bb58af43-13f1-41ec-aaf0-85ce5726e04a · outbound

This paper cites Bad ux exposed: A comprehensive guide to avoiding pitfalls.

The role of large language models in UI/UX design: A systematic literature review Bad ux exposed: A comprehensive guide to avoiding pitfalls

Reference 63

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no resolver link, observed 2026-08-06T19:49:23.990329Z

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source=pdf_text observed=2026-08-06T19:49:23.990329Z digest=sha256:fa51a4e5552383202751b28f5822d8bccbe239db7d1e4a8026cc371fe5a8785d

Observation d83635fb-dd3d-43eb-8ee3-0a6fa91a10cf · outbound

This paper cites Integrating generative artificial intelli- gence to a project-based tangible interaction course.

The role of large language models in UI/UX design: A systematic literature review Integrating generative artificial intelli- gence to a project-based tangible interaction course

Reference 64

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metadata mismatch
raw_fallback, observed 2026-08-06T19:49:33.803953Z

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=2026-08-06T19:49:23.086391Z digest=sha256:a5f6eb93e6867f4acd131e8a92656053b3d7779b0a91b371b0eaa61ba3129538

Observation 4af8eb44-eead-4b5f-a6bf-f7e52ee653d7 · outbound

This paper cites Understanding design col- laboration between designers and artificial intelligence: A systematic literature review.

The role of large language models in UI/UX design: A systematic literature review Understanding design col- laboration between designers and artificial intelligence: A systematic literature review

Reference 65

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no resolver link, observed 2026-08-06T19:49:23.250510Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T19:49:23.250510Z digest=sha256:e91dd5112dc0e4d1246ba2e77d75262bfb3c1c72954fb9a0608f7df6cd4676b2

Observation e85e60d4-b5fc-45b8-866d-4315f888fcd0 · outbound

This paper cites Recent progress in automated code generation from gui images using machine learning techniques.

The role of large language models in UI/UX design: A systematic literature review Recent progress in automated code generation from gui images using machine learning techniques

Reference 66

Resolution
verified exact
doi, observed 2026-08-06T19:49:29.627293Z

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=2026-08-06T19:49:24.566456Z digest=sha256:123ad3a0b07813bf9c036c754fd33415892ffd07974b57b8d9a3f17e49296c5f

Observation 95af13c3-051a-4142-b1cb-5522d5d33f90 · outbound

This paper cites Where developers feel ai coding tools are working—and where they’re missing the mark.

The role of large language models in UI/UX design: A systematic literature review Where developers feel ai coding tools are working—and where they’re missing the mark

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:41.706600Z

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=2026-08-06T19:49:24.775436Z digest=sha256:bec3be8b8c1d3983b7236813e2a9adaa06daf2246f1edfbf1d5b7599b1d4ed9d

Observation 3175594b-5f3a-43d0-a694-2cf02502e85c · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 68

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no resolver link, observed 2026-08-06T19:49:23.778225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:23.778225Z digest=sha256:48326b347b06d6a33feaa908f133a32333b0a2d05f801c605ff1ec14df3b8a0d

Observation f0351ecc-0e31-422a-8377-36ce7ff8d989 · outbound

This paper cites Eve: A sketch-based software prototyping workbench, in: Extended Abstracts of the 2019 CHI Conference on Human Factors in Com- puting Systems, pp.

The role of large language models in UI/UX design: A systematic literature review Eve: A sketch-based software prototyping workbench, in: Extended Abstracts of the 2019 CHI Conference on Human Factors in Com- puting Systems, pp

Reference 69

Resolution
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no resolver link, observed 2026-08-06T19:49:25.145385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:25.145385Z digest=sha256:d56f678e2c3f166a8cb47cbbfb0923496a789cb599b6103ff5beefc73daebe56

Observation 9e7a5500-9294-40dc-b587-99470e58ec3d · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 70

Resolution
malformed identifier
no resolver link, observed 2026-08-06T19:49:24.171868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:24.171868Z digest=sha256:bf983dce1d7f5586a5267cbe895cb2003adb2e259617dc29fca921f8cc177ce3

Observation 04f714f3-b738-47ae-9fd2-162883b50ea7 · outbound

This paper cites Evolution of a UX designer.https://tinyurl.

The role of large language models in UI/UX design: A systematic literature review Evolution of a UX designer.https://tinyurl

Reference 71

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unresolved
no resolver link, observed 2026-08-06T19:49:24.412438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:24.412438Z digest=sha256:731e9017ff3bd0acb2c78154a9fd737104ecda7767682b8fc604f49806d0cbbf

Observation dcef5ecb-ca84-4a20-b002-770fb7d6ada0 · outbound

This paper cites Chartgpt: Leveraging llms to generate charts from abstract natural language.

The role of large language models in UI/UX design: A systematic literature review Chartgpt: Leveraging llms to generate charts from abstract natural language

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-06T19:49:25.645492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:25.645492Z digest=sha256:b2d20e3d221036aa263b16d087e4b012b3c6122ce3dc35a5440d18042e238839

Observation 2378947f-691c-4ba5-8d1e-e1e86075d38c · outbound

This paper cites Artificial intelligence(ai)foruserexperience(ux)design:asystematicliterature reviewandfutureresearchagenda.

The role of large language models in UI/UX design: A systematic literature review Artificial intelligence(ai)foruserexperience(ux)design:asystematicliterature reviewandfutureresearchagenda

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:41.453936Z

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=2026-08-06T19:49:24.955866Z digest=sha256:717ebd93376e0c394d9c189b18aae66012b79078fd6696c8a6a522238fdee7b8

Observation a1e0f59f-af92-4808-b767-4abe78ee8885 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:49:41.215355Z

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=2026-08-06T19:49:25.067672Z digest=sha256:f8b27e406ee96b6f22853aae6ed4d588ee3dff9ebb613b0c05b523a520e6c2e4

Observation 93c129cd-89a8-40cd-a653-9516f6826dff · outbound

This paper cites Enabling conversational interaction with mobile ui using large language models, in: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, ACM.

The role of large language models in UI/UX design: A systematic literature review Enabling conversational interaction with mobile ui using large language models, in: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, ACM

Reference 76

Resolution
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no resolver link, observed 2026-08-06T19:49:26.089728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:26.089728Z digest=sha256:1bf60e03c25ea154b124265a8373b2a165f2c43c572c7ee4dea101b05bf1f6bc

Observation 18cddcbd-95ff-437a-a36d-7e9be244426b · outbound

This paper cites Developing a toolkit for prototyping machine learning-empowered products.

The role of large language models in UI/UX design: A systematic literature review Developing a toolkit for prototyping machine learning-empowered products

Reference 77

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raw_fallback, observed 2026-08-06T19:49:40.994173Z

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=2026-08-06T19:49:25.280633Z digest=sha256:074c35215ca987c2375e2aaddd0af454df19cf58ec31004166f6fcb7797542a7

Observation 987f1ca2-c231-456a-bf58-b2d49007348d · outbound

This paper cites Modeling mobile interface tappability using crowdsourcing and deep learning, in: Proceedings of the 2019 CHIConferenceonHumanFactorsinComputingSystems,pp.1–11.

The role of large language models in UI/UX design: A systematic literature review Modeling mobile interface tappability using crowdsourcing and deep learning, in: Proceedings of the 2019 CHIConferenceonHumanFactorsinComputingSystems,pp.1–11

Reference 78

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no resolver link, observed 2026-08-06T19:49:25.363822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:25.363822Z digest=sha256:287acb6d2dd606ba7d079202e71f1f54d465fa1e219ce6760c37eeba157045a6

Observation 5d42b4dc-7c4e-47f6-98ec-37298ba25cee · outbound

This paper cites Farsight: Fostering responsible ai awareness during ai application prototyping, in: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, ACM.

The role of large language models in UI/UX design: A systematic literature review Farsight: Fostering responsible ai awareness during ai application prototyping, in: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, ACM

Reference 79

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no resolver link, observed 2026-08-06T19:49:26.529154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:26.529154Z digest=sha256:d78c7c81ae52eb470715a114bf18c0a58bb15a4c3663ffd6992c64e4b15bcf2c

Observation caa20977-e8a3-423a-ba68-76c3bafd415e · outbound

This paper cites On ai-inspired ui-design.

The role of large language models in UI/UX design: A systematic literature review On ai-inspired ui-design

Reference 80

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raw_fallback, observed 2026-08-06T19:49:32.480606Z

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=2026-08-06T19:49:26.707403Z digest=sha256:174cd5d29b9a36a105d109454f8a268f1541e69ada777497f64db4fac10cad9f

Observation 07f28b7a-eb0b-4eac-9c32-be1043ea2857 · outbound

This paper cites Dy- navis: Dynamically synthesized ui widgets for visualization editing, in: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, ACM.

The role of large language models in UI/UX design: A systematic literature review Dy- navis: Dynamically synthesized ui widgets for visualization editing, in: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, ACM

Reference 81

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no resolver link, observed 2026-08-06T19:49:25.805391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:25.805391Z digest=sha256:f0f61b63398f3afa674b8290476761b691e3fd1614799a3698ddae602f3a6cdd

Observation c3849cf0-fa61-4d96-be10-155d9adb155e · outbound

This paper cites Beyond the buz- zwords:Ontheperspectiveofaiinuxandviceversa,in:International Conference on Human-Computer Interaction, pp.

The role of large language models in UI/UX design: A systematic literature review Beyond the buz- zwords:Ontheperspectiveofaiinuxandviceversa,in:International Conference on Human-Computer Interaction, pp

Reference 82

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verified fuzzy
raw_fallback, observed 2026-08-06T19:49:40.715599Z

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=2026-08-06T19:49:25.965602Z digest=sha256:7a553d9825822fbef6cdebf9db7279b4cd3f3f9fbdbca524bd882573b3169019

Observation 94a59c59-f2e2-4532-97ee-a4baf3d1ee01 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 83

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no resolver link, observed 2026-08-06T19:49:27.072913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:27.072913Z digest=sha256:a0d9ee2e6c0c5cebc104949069d417a95210d3a7f12aa8374a4d6debd7d8c0be

Observation 37f4c9e0-61b3-41a9-8268-9b7aa9f4939f · outbound

This paper cites Software Testing with Large Language Models: Survey, Landscape, and Vision.

The role of large language models in UI/UX design: A systematic literature review Software Testing with Large Language Models: Survey, Landscape, and Vision

Reference 84

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unresolved
no resolver link, observed 2026-08-06T19:49:26.241873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:26.241873Z digest=sha256:29178ae15b027bba0646605b90b19ce031078e6c19c4214d34664a2e63afb01a

Observation 231a6acb-2d6e-4f70-9b1a-dd1b7a2ed6ab · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 85

Resolution
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no resolver link, observed 2026-08-06T19:49:26.404529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:26.404529Z digest=sha256:7d34d20ccd9d1ce442f56dbd7b46a8977e015b2250e18c8cc5a42019df74c00a

Observation d80a1906-7a3d-4ff7-939c-2a1657d33e9d · outbound

This paper cites The Role of Design in Creating Machine-Learning- Enhanced User Experience.

The role of large language models in UI/UX design: A systematic literature review The Role of Design in Creating Machine-Learning- Enhanced User Experience

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:39.946310Z

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=2026-08-06T19:49:27.516106Z digest=sha256:a665f0fd444ec4ca5c293682c45f1fa321fee578341434e09fd0bb9a429780c9

Observation 2d900dd3-3d6a-4c66-bcb9-96663bd64655 · outbound

This paper cites User portrait based on artificial intelligence, in: Hung, J.C., Yen, N.Y., Chang, J.W.

The role of large language models in UI/UX design: A systematic literature review User portrait based on artificial intelligence, in: Hung, J.C., Yen, N.Y., Chang, J.W

Reference 87

Resolution
verified exact
doi, observed 2026-08-06T19:49:29.091595Z

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=2026-08-06T19:49:27.656527Z digest=sha256:3f9c16e4cc89e99be435824b1b9d556f0b2d72dca5e22e166c245cc16bbe7097

Observation 7c15c0a3-b707-4ce6-83ca-f26aeb290608 · outbound

This paper cites Burnout: the ugly side of UX.

The role of large language models in UI/UX design: A systematic literature review Burnout: the ugly side of UX

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:40.471453Z

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=2026-08-06T19:49:26.808811Z digest=sha256:6648ab7bcd51b7ebd85a17b96f22ebac1421b63763fcd085d34a94e8b9bd8340

Observation 2388372c-b008-46bb-bb7f-dda74ebc7ab1 · outbound

This paper cites Uiclip: A data-driven model for assessing user interface design, in: Proceedings of the 37th Annual ACM Symposium on UserInterfaceSoftwareandTechnology,ACM.

The role of large language models in UI/UX design: A systematic literature review Uiclip: A data-driven model for assessing user interface design, in: Proceedings of the 37th Annual ACM Symposium on UserInterfaceSoftwareandTechnology,ACM

Reference 89

Resolution
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no resolver link, observed 2026-08-06T19:49:26.938766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:26.938766Z digest=sha256:9fe39bcc826eb3b649fe66b40d3408f7ddd33260bbc7cc0a8f8d93a39e032f27

Observation 877f629f-490f-434b-bf3c-0f7a454c9e3a · outbound

This paper cites A Survey of Large Language Models.

The role of large language models in UI/UX design: A systematic literature review A Survey of Large Language Models

Reference 90

Resolution
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no resolver link, observed 2026-08-06T19:49:28.221123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:28.221123Z digest=sha256:dca1b0c92f4ecc4f6d607b5f0755400494cb002bacda8e1dcd6f917de2301a61

Observation 7de0e26e-d6fd-4589-bb2a-82c00a1bbd10 · outbound

This paper cites AI in HCI Design and User Experience.

The role of large language models in UI/UX design: A systematic literature review AI in HCI Design and User Experience

Reference 91

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:49:29.306851Z

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=2026-08-06T19:49:27.204357Z digest=sha256:d988ae65cd099c814ac432a9a5bba826aa611f1ac25c9d8bac67f59d13018720

Observation c1c007d0-b644-4f2d-b167-7bbc4c763590 · outbound

This paper cites Measuring and improving user experience through artificial intelligence-aided design.

The role of large language models in UI/UX design: A systematic literature review Measuring and improving user experience through artificial intelligence-aided design

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:40.233101Z

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=2026-08-06T19:49:27.361112Z digest=sha256:c2ec8135ab2ce1a5134859e941a9862207c10a07043302eae0588af1c412ed73

Observation 4da2e129-f96a-4cba-9642-2382b6834b20 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-06T19:49:28.723261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:28.723261Z digest=sha256:7651779c6c25d666a26ef86e562386b82265d75f14896ad330bdd3cd42ccb11a

Observation c84c43cb-89e1-4894-a3eb-f5d9ba607a40 · outbound

This paper cites Herding ai cats: Lessons from designing a chatbot by prompting gpt-3, in: Proceedings of the 2023 ACM Designing Interactive Systems Conference, ACM.

The role of large language models in UI/UX design: A systematic literature review Herding ai cats: Lessons from designing a chatbot by prompting gpt-3, in: Proceedings of the 2023 ACM Designing Interactive Systems Conference, ACM

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:39.645259Z

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=2026-08-06T19:49:27.797775Z digest=sha256:29f7ce361976002e0c8f3b3c3b782b525b7d242cf5920afc335e22abb472e602

Observation 8728ae56-7fff-4222-8952-ba38513cb45b · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 97

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T19:49:32.071218Z

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=2026-08-06T19:49:28.100977Z digest=sha256:779ae7d57bd0ffad6794e4b327f9529c942c67710d5e2902738c3f27290774b4

Observation 2442caa2-0acb-438f-b6d6-0577f132bb46 · outbound

This paper cites Artificial intelli- genceaugmenteddesigniterationsupport,in:202013thInternational Symposium on Computational Intelligence and Design (ISCID), pp.

The role of large language models in UI/UX design: A systematic literature review Artificial intelli- genceaugmenteddesigniterationsupport,in:202013thInternational Symposium on Computational Intelligence and Design (ISCID), pp

Reference 99

Resolution
verified exact
raw_fallback, observed 2026-08-06T19:49:31.729693Z

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=2026-08-06T19:49:28.406076Z digest=sha256:b376be00907168bb81316fd92a4e770186415fa410dda30bd9ab1b2361f0bd65

Observation 00c52a1f-1ec0-4516-9560-deed2c2f375d · outbound

This paper cites A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT.

The role of large language models in UI/UX design: A systematic literature review A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT

Reference 100

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no resolver link, observed 2026-08-06T19:49:28.569079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:28.569079Z digest=sha256:187a8f85b23c7dc08243e046a54e19b1b1c9c4bcaaa10bb41556af2a976588ee

Observation abc54336-3291-478a-a56c-57123a9b5e0d · outbound

This paper cites et al.:Preprint submitted to Elsevier Page 19 of 19.

The role of large language models in UI/UX design: A systematic literature review et al.:Preprint submitted to Elsevier Page 19 of 19

Reference 102

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:39.446082Z

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=2026-08-06T19:49:28.838091Z digest=sha256:bba29564e4eb2c3b7c1a57ef2f08da9da7bfe581333e0f86339ef3145f2c5bff

Observation 44042d41-e951-4011-8ca0-7a2ca08721e9 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 229

Resolution
unresolved
no resolver link, observed 2026-08-06T19:49:22.663041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:22.663041Z digest=sha256:a590f2cdc44f7e6a562eb19124ce5e895bae2860a28d3d3fbc4804435e69269e

Observation b18215da-5feb-4110-9594-55a0223ef709 · outbound

This paper cites Testing the Consistency of Dust Laws in SN Ia Host Galaxies: A BayeSN Examination of Foundation DR1.

The role of large language models in UI/UX design: A systematic literature review Testing the Consistency of Dust Laws in SN Ia Host Galaxies: A BayeSN Examination of Foundation DR1

Reference 2021

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T19:49:38.392727Z

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=2026-08-06T19:49:15.073833Z digest=sha256:43e0356ff026645c0e060823d0d8a95fe20d37165f412f59a00dc986a19d41be

Observation f79db629-a573-46f1-aec8-ed6dfde4cca3 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 2024

Resolution
malformed identifier
no resolver link, observed 2026-08-06T19:49:19.060110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:19.060110Z digest=sha256:0d47fafffeef1b77b73f969563b4fd2df7f10829ad2d8496ef95d179ea95b90b

Observation bf9f5604-3958-4466-b85f-9fb46dc1ff51 · outbound

This paper cites an unresolved cited work.

The role of large language models in UI/UX design: A systematic literature review Unresolved cited work

Reference 2220

Resolution
unresolved
no resolver link, observed 2026-08-06T19:49:27.922754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:49:27.922754Z digest=sha256:4a19a0b93f8b110e4c0ac3b9af6fb13e47523ec90b5816710f46eb2065b12805

Pith citing papers

Observation 55ad6115-f955-4da8-8256-3afb1da35cb8 · inbound

PrivacyMotiv: Vulnerability-Centered Persona Journeys for Empathic Privacy Reviews in UX Design cites this paper.

PrivacyMotiv: Vulnerability-Centered Persona Journeys for Empathic Privacy Reviews in UX Design The role of large language models in UI/UX design: A systematic literature review

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-22T13:31:36.166225Z

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=2026-05-22T13:29:10.511724Z digest=sha256:cbf38d76a4b0dbca177e7db0fa5f66b43fa7cb687f9f34aba16853c62b0f12ba

Observation fe18af5b-a64b-46c0-80ee-a5c222b50896 · inbound

PrivacyMotiv: Vulnerability-Centered Persona Journeys for Empathic Privacy Reviews in UX Design cites this paper.

PrivacyMotiv: Vulnerability-Centered Persona Journeys for Empathic Privacy Reviews in UX Design The role of large language models in UI/UX design: A systematic literature review

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T11:42:13.276274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:42:13.276274Z digest=sha256:b37ca99b5209405042cf67fe64794e2657bccd1326a0566c758601e07f387edb