Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T11:41:30.557562Z
Paper Citation Record · LEDGER
The importance of visual modelling languages in generative software engineering
As of 21 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2411.17976.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
35 of 35 outbound references displayed
- verified exact0
- verified fuzzy25
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f7667507-a5eb-4661-bf62-3cbf6c95f081 · outbound
This paper cites Automatic semantic augmentation of language model prompts (for code sum- marization).
The importance of visual modelling languages in generative software engineering Automatic semantic augmentation of language model prompts (for code sum- marization)
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:31.073048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4b8a93a9-e6b3-407c-bfab-046e0040c725 · outbound
This paper cites [Baltes and Diehl, 2014] Sebastian Baltes and Stephan Diehl.
The importance of visual modelling languages in generative software engineering [Baltes and Diehl, 2014] Sebastian Baltes and Stephan Diehl
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:31.024774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 58dfc589-ec2d-48f3-a582-63fdd1a87452 · outbound
This paper cites On the assessment of generative ai in modeling tasks: an experience report with chatgpt and uml.
The importance of visual modelling languages in generative software engineering On the assessment of generative ai in modeling tasks: an experience report with chatgpt and uml
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.980982Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cda16ccf-6337-4694-adfb-c6761fe55899 · outbound
This paper cites Eapen, Daniel J.
The importance of visual modelling languages in generative software engineering Eapen, Daniel J
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.953248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 098e4058-cb27-4c73-809e-76f639ec4b87 · outbound
This paper cites A survey on rag meeting llms: Towards retrieval- augmented large language models.
The importance of visual modelling languages in generative software engineering A survey on rag meeting llms: Towards retrieval- augmented large language models
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.939322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e708db0e-3035-411b-aa59-a1de28c706e1 · outbound
This paper cites [Gamma et al., 1994] Erich Gamma, Richard Helm, Ralph Johnson, and John Vlissides.
The importance of visual modelling languages in generative software engineering [Gamma et al., 1994] Erich Gamma, Richard Helm, Ralph Johnson, and John Vlissides
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.924793Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 736fcc5e-5ae4-43f1-8d9f-cb9734285940 · outbound
This paper cites Generative Software Engineering.
The importance of visual modelling languages in generative software engineering Generative Software Engineering
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:41:30.478941Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b102a36d-4a3b-4d13-b7aa-1504a9bead95 · outbound
This paper cites Data-driven prototyping via natural-language-based gui retrieval.
The importance of visual modelling languages in generative software engineering Data-driven prototyping via natural-language-based gui retrieval
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.882474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 45570be8-b89b-409d-a8b0-f7d60184218b · outbound
This paper cites Lossless data compression by large models.
The importance of visual modelling languages in generative software engineering Lossless data compression by large models
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:41:30.487084Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ed63bf8-3888-459f-b70c-a5f3e7b42b2c · outbound
This paper cites Generated knowledge prompting for commonsense reasoning.
The importance of visual modelling languages in generative software engineering Generated knowledge prompting for commonsense reasoning
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.869253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7092c14b-903e-438a-8b69-6f3084ff144c · outbound
This paper cites Is AI the better programming partner? Human-Human Pair Programming vs. Human-AI pAIr Programming.
The importance of visual modelling languages in generative software engineering Is AI the better programming partner? Human-Human Pair Programming vs. Human-AI pAIr Programming
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:41:30.500272Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de24cd4d-f9e3-4f22-9c45-af2dbf599bf4 · outbound
This paper cites Large Language Models Based Automatic Synthesis of Software Specifications.
The importance of visual modelling languages in generative software engineering Large Language Models Based Automatic Synthesis of Software Specifications
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:41:30.504630Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5bb78a5-eb64-48cb-8d3f-61f6313fe1af · outbound
This paper cites GPT-4 Technical Report.
The importance of visual modelling languages in generative software engineering GPT-4 Technical Report
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:41:30.509007Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d48ca2ed-b25d-4e9e-911c-b8c104648396 · outbound
This paper cites an unresolved cited work.
The importance of visual modelling languages in generative software engineering Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:41:30.841799Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 16824f00-f3e7-49f9-9190-55baf5aea87b · outbound
This paper cites [Stevens and Pooley, 2006] Perdita Stevens and Rob Pooley.
The importance of visual modelling languages in generative software engineering [Stevens and Pooley, 2006] Perdita Stevens and Rob Pooley
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.811181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 45faf0f7-6146-411f-b25d-9447d13e6bfb · outbound
This paper cites How LLMs Aid in UML Mod- eling: An Exploratory Study with Novice Analysts.
The importance of visual modelling languages in generative software engineering How LLMs Aid in UML Mod- eling: An Exploratory Study with Novice Analysts
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.753972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 250e2356-5c16-4750-825c-0cf973e1c028 · outbound
This paper cites [Wei et al., 2024] Jason Wei, Xuezhi Wang, Dale Schuur- mans, Maarten Bosma, Brian Ichter, Fei Xia, Ed H.
The importance of visual modelling languages in generative software engineering [Wei et al., 2024] Jason Wei, Xuezhi Wang, Dale Schuur- mans, Maarten Bosma, Brian Ichter, Fei Xia, Ed H
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.739493Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f67179f9-7fd1-4b92-b2d7-13f44843a5cc · outbound
This paper cites [White et al., 2024] Jules White, Sam Hays, Quchen Fu, Jesse Spencer-Smith, and Douglas C.
The importance of visual modelling languages in generative software engineering [White et al., 2024] Jules White, Sam Hays, Quchen Fu, Jesse Spencer-Smith, and Douglas C
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.725651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 23b72975-27a8-485c-a81a-c4c13188146d · outbound
This paper cites [Yao et al., 2023] Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik R Narasimhan, and Yuan Cao.
The importance of visual modelling languages in generative software engineering [Yao et al., 2023] Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik R Narasimhan, and Yuan Cao
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.710906Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation decc046f-952d-4442-8593-f0ac30b2d0c2 · outbound
This paper cites Griffiths, Yuan Cao, and Karthik Narasimhan.
The importance of visual modelling languages in generative software engineering Griffiths, Yuan Cao, and Karthik Narasimhan
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.698164Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1f139b5d-da11-4014-a8a1-a327b8d66c7f · outbound
This paper cites Experimenting a New Programming Practice with LLMs.
The importance of visual modelling languages in generative software engineering Experimenting a New Programming Practice with LLMs
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:41:30.557562Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2155427-5f19-423c-b6a1-9259a787ec4e · outbound
This paper cites Gemini api docs.
The importance of visual modelling languages in generative software engineering Gemini api docs
Reference 1994
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.910946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 00d40ceb-671a-45fa-9096-8fe12f5b0ada · outbound
This paper cites Language models are few-shot learn- ers.
The importance of visual modelling languages in generative software engineering Language models are few-shot learn- ers
Reference 2001
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.995038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 14f688b2-052a-48b5-822b-9ec1146cb757 · outbound
This paper cites Attention is all you need.
The importance of visual modelling languages in generative software engineering Attention is all you need
Reference 2003
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.782315Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 294014b1-d9b2-4f0a-bcf1-25ef00a5fab3 · outbound
This paper cites an unresolved cited work.
The importance of visual modelling languages in generative software engineering Unresolved cited work
Reference 2006
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:41:30.797041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 12f09bbe-25f4-468f-a8e5-449fbac51563 · outbound
This paper cites Advancing requirements engineering through generative ai: Assessing the role of llms.
The importance of visual modelling languages in generative software engineering Advancing requirements engineering through generative ai: Assessing the role of llms
Reference 2013
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:31.043614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b7af9990-5638-4779-a6f5-e0dcf96ff1a3 · outbound
This paper cites Martin, Steve Mellor, Ken Schwaber, Jeff Sutherland, and Dave Thomas.
The importance of visual modelling languages in generative software engineering Martin, Steve Mellor, Ken Schwaber, Jeff Sutherland, and Dave Thomas
Reference 2014
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:31.010155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c42cc186-e93f-41bf-828d-468f4d6b6b81 · outbound
This paper cites Reflex- ion: language agents with verbal reinforcement learning.
The importance of visual modelling languages in generative software engineering Reflex- ion: language agents with verbal reinforcement learning
Reference 2016
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.827666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9079565b-0ed3-4a57-bd16-68a5ca5e7327 · outbound
This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.
The importance of visual modelling languages in generative software engineering Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou
Reference 2017
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.767965Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 28a7fe94-13a8-4a55-b73e-e7c74238a815 · outbound
This paper cites ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation.
The importance of visual modelling languages in generative software engineering ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:41:30.453850Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd03aca2-e45d-44fd-a2d1-de6a69287983 · outbound
This paper cites From Image to UML: First Results of Image Based UML Diagram Generation Using LLMs.
The importance of visual modelling languages in generative software engineering From Image to UML: First Results of Image Based UML Diagram Generation Using LLMs
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:41:30.441514Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e99e6e4a-d40a-4421-bede-a182def94165 · outbound
This paper cites Is your code generated by ChatGPT really correct? Rigorous evaluation of large lan- guage models for code generation.
The importance of visual modelling languages in generative software engineering Is your code generated by ChatGPT really correct? Rigorous evaluation of large lan- guage models for code generation
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.855124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 118505e6-c84f-45d0-ae80-768cfedaa500 · outbound
This paper cites BERT: pre-training of deep bidirectional transformers for language understand- ing.
The importance of visual modelling languages in generative software engineering BERT: pre-training of deep bidirectional transformers for language understand- ing
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.966436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation abb4bd3d-6e88-4536-83b5-1d9c9fb92268 · outbound
This paper cites [Alur et al., 2013] Rajeev Alur, Rastislav Bodik, Garvit Ju- niwal, Milo M.
The importance of visual modelling languages in generative software engineering [Alur et al., 2013] Rajeev Alur, Rastislav Bodik, Garvit Ju- niwal, Milo M
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:31.058064Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 57a9346a-d827-4d0f-a521-dad5246347be · outbound
This paper cites Large language models for software engineering: A systematic literature review.ACM Trans.
The importance of visual modelling languages in generative software engineering Large language models for software engineering: A systematic literature review.ACM Trans
Reference 2025
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:41:30.896806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
No inbound Pith citation observations are available.