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Paper Citation Record · LEDGER

The importance of visual modelling languages in generative software engineering

As of 15 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.

pith.paper-citation-record.v1
2411.17976 v4

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:41:30.557562Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

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

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verified fuzzy
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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.

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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

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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.

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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

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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.

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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

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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.

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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

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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.

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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

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verified fuzzy
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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.

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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

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no resolver link, observed 2026-08-12T11:41:30.478941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:41:30.478941Z digest=sha256:11d1a7b1e4faf08100d5e2cd94d61e75c44cfa02be9bfa622960326a61e11b9c

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

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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 2026-08-15T06:32:42.880941+00:00.

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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

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no resolver link, observed 2026-08-12T11:41:30.487084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:41:30.487084Z digest=sha256:70e05e62b72a2321af53917f3a3e6d0fafa517d30ad0e3dfe82936f121682df0

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

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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.

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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

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no resolver link, observed 2026-08-12T11:41:30.500272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:41:30.504630Z digest=sha256:90059c276169d729ac44937231da311f840c919034236f6e15f9a0241349f2d1

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

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no resolver link, observed 2026-08-12T11:41:30.509007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:41:30.509007Z digest=sha256:c7d904ef2bae191b1e185f3d947d5c7cb69a779fdd35af12fcf13cc6af044c5f

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

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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 2026-08-15T06:32:42.880941+00:00.

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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

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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 2026-08-15T06:32:42.880941+00:00.

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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

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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.

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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

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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.

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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

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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.

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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

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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.

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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
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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.

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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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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

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verified fuzzy
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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.

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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

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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 2026-08-15T06:32:42.880941+00:00.

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:41:30.528768Z digest=sha256:c2954bb7e11d10ba46314c08bcf8074950bfba352c96be2dac6d6b08aa54fe17

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
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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 2026-08-15T06:32:42.880941+00:00.

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:41:30.421834Z digest=sha256:80beee325cd4d8144402728b45f4e92e2283d51ac2c782288c8a29e1e96bbc07

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:41:30.431882Z digest=sha256:2b654e532389a508e70fe0c1bd46c2ec4082da6a8685c9ea496c7277fc2b6dc9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:41:30.517028Z digest=sha256:b587cc9ca6f3c570f751e11c41f07271174ac7e204db72b53de70f202f675f00

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:41:30.532823Z digest=sha256:433de8c445ce6a42f6cd1c528de1186b00cc3bdf49a8651a344c4e6f224625ae

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.

source=pdf_text observed=2026-08-12T11:41:30.453850Z digest=sha256:cf6d06442c57a81b16495ad0e2d09a18ac8248ac9271e27ca30a09eca1a285d7

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.

source=pdf_text observed=2026-08-12T11:41:30.441514Z digest=sha256:1c2334848df9cf8abcdc2e577de554a586f32780ce6630b817b1c48e0647b73c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:41:30.495961Z digest=sha256:46a2cebd5fb68131a2f21fd2df284823a5d332e71bfe3b254c4cc49d82980501

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:41:30.450058Z digest=sha256:00641b2e72c7acfa260e34621e9fc9aec859ac36f2f9343e7d64f0b18f75b37f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:41:30.417350Z digest=sha256:9792ef3505901c569776c4ab1b1be8c189808049cf171a541a288978c5e52841

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

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