Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T15:07:30.840264Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 4 inbound Pith citation observations for arXiv:2412.11328.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T15:07:30.840264Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:45:20.448052Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T17:38:44.162349Z
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bac7bbc0-66b9-419a-a30d-51e4e12cf97a · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Low vs. high-fidelity prototyping debate,
Reference 1
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Observation 6b54e0ba-dd7f-46f5-a1ae-9fbbd5ca8d6e · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation User interface prototyping-concepts, tools, and experience,
Reference 2
Source-reported events for the cited work
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Observation b5aaef36-26b3-4aaf-8d98-e0e279cf2760 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Exploring principles of user-centered agile software development: A literature review,
Reference 3
Source-reported events for the cited work
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Observation 5c56e910-cb5c-4587-915c-07f74db4cd3b · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Multi-fidelity prototyping of user interfaces,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation df2827d1-7f50-4582-ad46-f403a6c0d0e4 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation From ideas to expressed needs: an empirical study on the evolution of requirements during elicitation,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2708774-9896-46ae-8d5e-42bac6126624 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Evaluating a large language model on searching for gui layouts,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0d8d2302-2371-4dd3-806a-2b1a1f737b60 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation mingpt - github repository,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6c7e1916-c8e5-4c01-8603-35f01261fe81 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Rico: A mobile app dataset for building data-driven design applications,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 460610b8-7a3c-4b71-8897-b7eb74b6ebdd · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Designing with Language: Wireframing UI Design Intent with Generative Large Language Models
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b93961c-7f97-4e28-a696-959385ccb122 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation MAxPrototyper: A Multi-Agent Generation System for Interactive User Interface Prototyping
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9eb8fa06-08c6-4850-b9da-662793394d2e · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Interlinking User Stories and GUI Prototyping: A Semi-Automatic LLM-based Approach
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e1d516c-0a23-4d8a-a98a-21bc69f67b5d · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation A Survey on In-context Learning
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bf8abfc-af64-4718-a7ca-1fe5468e46af · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Long-context LLMs Struggle with Long In-context Learning
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1a1bf62-09bc-432d-a124-53d3c2ca9599 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Data-driven prototyping via natural-language-based gui retrieval,
Reference 14
Source-reported events for the cited work
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Observation 2fc306cf-a993-4c7e-a7f2-5d4e95a7ff98 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Decomposed Prompting: A Modular Approach for Solving Complex Tasks
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f481b30-0b79-43e0-b3c3-e786c146ec1d · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Self-critiquing models for assisting human evaluators
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 083ce44e-d151-4b2c-a824-285b08004990 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Zero-shot prompting for llm-based graphical user interface generation - github repository,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a7473118-a3de-4be3-8358-4fc9c10804dd · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Okapi at trec-3,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7edd29e-4c41-4aca-8559-59bef2cc63b2 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Screen2words: Automatic mobile ui summarization with multimodal learning,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fae2fe26-73b1-48f2-a4f6-49d59e0e7276 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Attention is all you need,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8905b36-1761-42ff-8f68-682f29ecf9b6 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Language mod- els are few-shot learners,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f07648b8-9637-466c-ba49-a8e699a5b368 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Language models are unsupervised multitask learners,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1f04d0e-3ef4-4b7b-9bcb-c4e20bbe8db8 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Pre- train, prompt, and predict: A systematic survey of prompting methods in natural language processing,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08796645-576b-442e-836d-f49bdda04a48 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Large lan- guage models are zero-shot reasoners,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b774784e-e872-4491-b61b-acb3ec97831d · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Chain-of-thought prompting elicits reasoning in large language models,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11851ed9-85e9-4188-992c-340ea7e8ba29 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0df2870e-311e-43da-81ba-0500c25158d7 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Tree of thoughts: Deliberate problem solving with large language models,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c1ee32d-f40a-4e4f-a04b-f306922cb3f8 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Large Language Model Guided Tree-of-Thought
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d7dde98-a9f2-4c17-8909-177f4e2b9ed9 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Graph of thoughts: Solving elaborate problems with large language models,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83c382ef-cb68-415c-b1d1-451e881c5b3e · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1fb0a1f-e8eb-4d9c-af31-3aeb5e7d99ba · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ca04457-ef19-408f-a0f1-425efa22a359 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation A Survey on Retrieval-Augmented Text Generation
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f3bcdf9-e80d-4ba5-89f5-3f58efefe47e · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be57836f-f0e1-4495-afbe-cd7af77e256c · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Retrieval-Augmented Generation for Natural Language Processing: A Survey
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb2704f9-b6ef-4101-b7c4-6f64ee583e68 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Training language models to follow instructions with human feedback,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df21515c-2940-4bcd-8d4b-15a18af021ee · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Retrieve and Refine: Improved Sequence Generation Models For Dialogue
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5fd0837-7330-4a38-8a25-407435de5505 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Retrieval- augmented generation for knowledge-intensive nlp tasks,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71366722-b0da-405a-8116-5d880b01c508 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Recent advances in convolutional neural networks,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7f13de4a-8fd8-4ccb-a242-4133cf4cca69 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddf88a19-0fe3-4b35-b553-76a9a5ef0655 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Improving image generation with better captions,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2626624-c997-4bb6-aadb-be81845f0791 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models for Text Production Tasks
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40b8715d-822c-4018-bcc7-d050ef9a66da · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Prolific. ac—a subject pool for online experiments,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b0fa9456-66bd-4acd-9114-126a54596caa · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation GPT-4 Technical Report
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1508636c-bbb3-4191-b545-d45ffa81e5e2 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Prolific
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 853a7bb7-ce9e-4278-bf39-2e286d94c0ef · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Data quality in on- line human-subjects research: Comparisons between mturk, prolific, cloudresearch, qualtrics, and sona,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b314f66f-6e98-4ad2-ada5-c54a9566ac70 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Variational transformer networks for layout generation,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c390096-de7c-4e1c-9477-82d4071bc285 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Layouttransformer: Layout generation and completion with self-attention,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9165b535-0b20-4e64-849d-46dbc175b257 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Mixture density networks,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96293c37-8922-4363-940f-5e715e894107 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Creating User Interface Mock-ups from High-Level Text Descriptions with Deep-Learning Models
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3be176d9-67df-4bf2-ae91-8b570ae90eae · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Guigan: Learning to generate gui designs using generative adversarial networks,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d520e054-0ff7-4d1c-a72d-cbefe401efbc · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Generative adversarial networks,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0566b08-bc2a-402b-b453-0bf69b73e7e8 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Boosting gui prototyping with diffusion models,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 57c96cb4-1597-4084-9a4c-8c4e9b49c012 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation High- resolution image synthesis with latent diffusion models,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa3d13e9-711e-4022-aea2-8a24ead06ace · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Guigle: a gui search engine for android apps,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 35a456d5-ba64-45b5-b849-5a7eaf26b25b · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Automatic generation of graphical user interface proto- types from unrestricted natural language requirements,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2a9ca9d2-1585-4649-9a2f-14aadbab625c · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Gui2wire: Rapid wire- framing with a mined and large-scale gui repository using natural language requirements,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e959e100-1a78-410a-8b86-62d72f80e8ee · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Automated retrieval of graphical user interface prototypes from natural language requirements,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a8e4792c-4c80-4327-92d7-e52fffb2e140 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Guifetch: supporting app design and development through gui search,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 49b878ae-9a09-43f4-9082-ce98810a04cc · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Swire: Sketch-based user interface retrieval,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e13dc347-f63d-4495-9286-b7204f497ac0 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation VINS: Visual Search for Mobile User Interface Design
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cc72355f-d0c5-4494-a137-fc74d1d93489 · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Screen2vec: Semantic embedding of gui screens and gui components,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation aded4d98-3ec7-4acc-b169-950ab169fb4e · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation Gallery dc: Design search and knowledge discovery through auto-created gui component gallery,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 730b3aa4-b318-4d7a-b58f-76b9d398e08a · outbound
Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation d. tour: Style-based exploration of design example galleries,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 264d4343-323e-4f4a-bdca-ce39793582f9 · inbound
Non-programmers Assessing AI-Generated Code: A Case Study of Business Users Analyzing Data Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation caab18b1-3ff4-4d10-9f22-8f1d353256ca · inbound
Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 50653e5b-6cb3-4767-b592-2978619d03a3 · inbound
AI Prototyper: A Figma Plugin for Decomposition-Based GUI Prototyping with LLMs Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c69ea9f9-305c-4e48-8a53-f845b3c20919 · inbound
LEGOUI: Designing with UI-DSL Bricks to Balance Transparency and Controllability Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.