Paper Citation Record · LEDGER

Unlocking UML Class Diagram Understanding in Vision Language Models

As of 16 July 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2605.11634.

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

pith.paper-citation-record.v1
2605.11634 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T01:39:50.027264Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-16T06:30:58.837307+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T06:36:12.761601Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

verified exact9
verified fuzzy8
unresolved0
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9eda03b9-7bae-4311-8698-737b61d1c9af · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Unlocking UML Class Diagram Understanding in Vision Language Models Learning transferable visual models from natural language supervi- sion

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.787515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation 8d9feed2-5ee8-403e-9b2f-997cc10c4234 · outbound

This paper cites SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features.

Unlocking UML Class Diagram Understanding in Vision Language Models SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-13T01:42:02.624466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation 598d466b-9b02-453e-ae5e-a4110f8963ed · outbound

This paper cites Emerging properties in self-supervised vision transformers.

Unlocking UML Class Diagram Understanding in Vision Language Models Emerging properties in self-supervised vision transformers

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.789923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation fccad244-4122-4f99-9383-e469e5ebef92 · outbound

This paper cites LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model.

Unlocking UML Class Diagram Understanding in Vision Language Models LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:42:02.602023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation 78d89357-3b06-4aa4-a019-b6ac4992f76a · outbound

This paper cites Chartqa: A benchmark for question answering about charts with visual and logical reasoning.

Unlocking UML Class Diagram Understanding in Vision Language Models Chartqa: A benchmark for question answering about charts with visual and logical reasoning

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.801511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation 2a8bab18-280d-46a7-af03-206bcc96540f · outbound

This paper cites ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering.

Unlocking UML Class Diagram Understanding in Vision Language Models ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:42:02.613070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation 91915f89-15fa-47e3-8eea-1c2e7df21c9f · outbound

This paper cites Measuring Visual Understanding in Telecom domain: Performance Metrics for Image-to-UML conversion using VLMs.

Unlocking UML Class Diagram Understanding in Vision Language Models Measuring Visual Understanding in Telecom domain: Performance Metrics for Image-to-UML conversion using VLMs

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.799055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation f7868d0e-43ed-4297-84f9-eab7c21beff4 · outbound

This paper cites Structured Extraction from Business Process Diagrams Using Vision-Language Models.

Unlocking UML Class Diagram Understanding in Vision Language Models Structured Extraction from Business Process Diagrams Using Vision-Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:42:02.584790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation 90ab641c-7c7c-4edd-ab7c-2824256919d5 · outbound

This paper cites LLM-Driven MDA Pipeline for Generating UML Class Diagrams and Code.

Unlocking UML Class Diagram Understanding in Vision Language Models LLM-Driven MDA Pipeline for Generating UML Class Diagrams and Code

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:42:03.769601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation e9a3d4fd-43ae-4027-90ae-0ad3eaaa0e95 · outbound

This paper cites From Image to UML: First Results of Image Based UML Diagram Generation Using LLMs.

Unlocking UML Class Diagram Understanding in Vision Language Models From Image to UML: First Results of Image Based UML Diagram Generation Using LLMs

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:42:03.773939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation dbd4d6f4-6fa7-4a2c-8ad4-61508f9fccb2 · outbound

This paper cites Evaluating Large Language Models in Software Design: A Comparative Analysis of UML Class Diagram Generation.

Unlocking UML Class Diagram Understanding in Vision Language Models Evaluating Large Language Models in Software Design: A Comparative Analysis of UML Class Diagram Generation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.796479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation 078445ce-35b2-45f5-a299-74eb1c6e8e1e · outbound

This paper cites NOMAD: A Multi-Agent LLM System for UML Class Diagram Generation from Natural Language Requirements.

Unlocking UML Class Diagram Understanding in Vision Language Models NOMAD: A Multi-Agent LLM System for UML Class Diagram Generation from Natural Language Requirements

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-13T01:42:02.596612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation 128b7534-d83b-4972-9188-5d8a971e8d17 · outbound

This paper cites In: Proc.

Unlocking UML Class Diagram Understanding in Vision Language Models In: Proc

Reference 14

Resolution: malformed identifier; doi_truncated, observed 2026-05-13T01:42:02.580340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation d235f48f-00c2-4c8a-9c47-25613aff632c · outbound

This paper cites LLM-based Generation and Evaluation of UML Class Diagrams.

Unlocking UML Class Diagram Understanding in Vision Language Models LLM-based Generation and Evaluation of UML Class Diagrams

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.803889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation b5a797a2-453a-4e88-99c3-c28375596fde · outbound

This paper cites Lora: Low-rank adaptation of large language models.

Unlocking UML Class Diagram Understanding in Vision Language Models Lora: Low-rank adaptation of large language models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.806685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation 0ed02c3b-93c2-4a3a-a819-d8eaf0e517ab · outbound

This paper cites Unravel- ing the truth: Do VLMs really understand charts? a deep dive into consistency and robust- ness.

Unlocking UML Class Diagram Understanding in Vision Language Models Unravel- ing the truth: Do VLMs really understand charts? a deep dive into consistency and robust- ness

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.793067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation 4609bfe4-2613-4623-8f3d-0cf430d76f64 · outbound

This paper cites Limits and Gains of Test-Time Scaling in Vision-Language Reasoning.

Unlocking UML Class Diagram Understanding in Vision Language Models Limits and Gains of Test-Time Scaling in Vision-Language Reasoning

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:42:02.591114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation 2e3c2afc-75a5-426f-89df-b4d0d3c0c24a · outbound

This paper cites Scalable Funding of Bitcoin Micropayment Channel Networks.

Unlocking UML Class Diagram Understanding in Vision Language Models Scalable Funding of Bitcoin Micropayment Channel Networks

Reference 19

Resolution: malformed identifier; doi_truncated, observed 2026-05-13T01:42:02.606583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Observation f93a6f5e-3930-4dc7-ad66-56309254a29c · outbound

This paper cites MM-GEN: Enhancing Task Performance Through Targeted Multimodal Data Curation.

Unlocking UML Class Diagram Understanding in Vision Language Models MM-GEN: Enhancing Task Performance Through Targeted Multimodal Data Curation

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:42:02.618815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-16T06:30:58.837307+00:00.

Pith citing papers

Observation 83fd93a5-fcfe-4a9d-80b9-6c98ac3fbc22 · inbound

Prior Bias in Vision Language Models on UML Diagram Interpretation cites this paper.

Prior Bias in Vision Language Models on UML Diagram Interpretation Unlocking UML Class Diagram Understanding in Vision Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-07-12T06:36:12.761601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.