Paper Citation Record · LEDGER

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation

As of 9 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 4 inbound Pith citation observations for arXiv:2506.13326.

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

pith.paper-citation-record.v1
2506.13326 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:41:35.828529Z

measured 56 of 56 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:34:03.089502Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T03:17:35.467279Z

Reference resolution

52 of 52 outbound references displayed

verified exact0
verified fuzzy34
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c00a2725-18e7-4a30-bc18-30584283b0c2 · outbound

This paper cites Semiology of graphics.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Semiology of graphics

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.697608Z

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.

Observation 93c60baf-c2a8-4d8d-b485-4b924350c6f8 · outbound

This paper cites The grammar of graphics.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation The grammar of graphics

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.687977Z

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.

Observation 00169655-e60d-418c-9ac9-66807389b5e8 · outbound

This paper cites Visualization analysis and design.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Visualization analysis and design

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.678252Z

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.

Observation 6450f82f-86ed-49a0-8c78-407c6eb10c87 · outbound

This paper cites Matplotagent: Method and evaluation for llm-based agentic scientific data visualization.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Matplotagent: Method and evaluation for llm-based agentic scientific data visualization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.669415Z

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.

Observation eefd1756-2277-46c1-9371-57cc35465937 · outbound

This paper cites LIDA: A tool for automatic generation of grammar-agnostic visualizations and infographics using large language models.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation LIDA: A tool for automatic generation of grammar-agnostic visualizations and infographics using large language models

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.659694Z

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.

Observation 27d9f7b1-31ac-4f62-94cd-738a3fcbd81f · outbound

This paper cites ChartLlama: A Multimodal LLM for Chart Understanding and Generation.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation ChartLlama: A Multimodal LLM for Chart Understanding and Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:32.403323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2385346d-0bf3-4651-aec1-35673fee044c · outbound

This paper cites Visualization generation with large language models: An evaluation, 2024.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Visualization generation with large language models: An evaluation, 2024

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.650198Z

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.

Observation 8705fee0-cee1-446a-be92-43fdf4d90196 · outbound

This paper cites Viseval: A benchmark for data visualization in the era of large language models.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Viseval: A benchmark for data visualization in the era of large language models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.642594Z

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.

Observation 2cd88a34-9a45-46f7-97f3-6ca899fd2714 · outbound

This paper cites Shep- herd: A critic for language model generation, 2023.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Shep- herd: A critic for language model generation, 2023

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.634029Z

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.

Observation 02aaced9-bfa3-425d-ba14-45b1d0fec94d · outbound

This paper cites Ultrafeedback: boosting language models with scaled ai feedback.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Ultrafeedback: boosting language models with scaled ai feedback

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.623622Z

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.

Observation b173ddfc-c808-4f34-84a5-28c93ed8728e · outbound

This paper cites CritiqueLLM: Towards an informative critique generation model for evaluation of large language model generation.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation CritiqueLLM: Towards an informative critique generation model for evaluation of large language model generation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.613771Z

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.

Observation 48b78c6a-9d1a-4417-8e81-1e5a8fe35096 · outbound

This paper cites Math-shepherd: Verify and reinforce LLMs step-by-step without human annotations.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Math-shepherd: Verify and reinforce LLMs step-by-step without human annotations

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.604411Z

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.

Observation 844524b9-c339-46c2-b21b-402bd27ef55f · outbound

This paper cites CodeUltraFeedback: An LLM-as-a-Judge Dataset for Aligning Large Language Models to Coding Preferences.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation CodeUltraFeedback: An LLM-as-a-Judge Dataset for Aligning Large Language Models to Coding Preferences

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:33.038386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 264968d8-5fb5-40fe-a87d-09af73ffa94c · outbound

This paper cites Med-code: Medical critique based disagree- ment evaluation framework, 2025.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Med-code: Medical critique based disagree- ment evaluation framework, 2025

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.595625Z

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.

Observation afa76a64-5682-4c4b-b0b6-69eacca0d01d · outbound

This paper cites Chat2vis: Generating data visualizations via natural language using chatgpt, codex and gpt-3 large language models.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Chat2vis: Generating data visualizations via natural language using chatgpt, codex and gpt-3 large language models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.586823Z

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.

Observation 0cf5be08-53f8-468c-b859-82b9da565b60 · outbound

This paper cites Exploring Multimodal Prompt for Visualization Authoring with Large Language Models.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Exploring Multimodal Prompt for Visualization Authoring with Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:33.288140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 538cfd5a-0214-47f4-80e6-e8f003f69543 · outbound

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

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Chartgpt: Leveraging llms to generate charts from abstract natural language

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.471488Z

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.

Observation 5adcb1f3-6bce-4f10-9a1b-637181841c52 · outbound

This paper cites Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:33.419931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 915e1122-2b9d-485c-a6d0-f5c6e4662c5c · outbound

This paper cites nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:33.477774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b0c8337-c4b9-4322-962c-4d77494f396f · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Self-refine: Iterative refinement with self-feedback

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:33.541844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f0331a8-f6a4-468d-94aa-fed8f21a7c85 · outbound

This paper cites G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:33.624507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04f788f9-ede6-409c-a8d0-e0e8d9e68fdf · outbound

This paper cites ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:33.692878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f47809e-898a-444e-8964-c7aa0118989e · outbound

This paper cites Generating sequences by learning to self-correct.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Generating sequences by learning to self-correct

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.297300Z

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.

Observation 7bf96a30-5c1b-49ba-9e5c-4cc6c5e0f159 · outbound

This paper cites CriticBench: Benchmarking LLMs for Critique-Correct Reasoning.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation CriticBench: Benchmarking LLMs for Critique-Correct Reasoning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:33.813200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79c89456-7eae-4216-bd64-80b669d3eca5 · outbound

This paper cites Text-to-viz: Automatic generation of infographics from proportion-related natural language statements.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Text-to-viz: Automatic generation of infographics from proportion-related natural language statements

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.154546Z

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.

Observation c9fa290b-8259-42ab-bc57-5202e7ebc285 · outbound

This paper cites Collecting and characterizing natural language utterances for specifying data visualizations.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Collecting and characterizing natural language utterances for specifying data visualizations

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:40.047983Z

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.

Observation 2f030b25-449b-44e2-817c-69fac50e8693 · outbound

This paper cites nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:34.063343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc7903a-c825-44a5-b170-4e9dacd6cc77 · outbound

This paper cites nvbench 2.0: A benchmark for natural language to visualization under ambiguity.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation nvbench 2.0: A benchmark for natural language to visualization under ambiguity

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:34.106979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dac0bf9-d0fd-4795-b0c1-1c0858819e9a · outbound

This paper cites Gemini: A family of highly capable multimodal models.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Gemini: A family of highly capable multimodal models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:39.838721Z

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.

Observation dda5091d-7e61-4efd-b74f-eb935056cc45 · outbound

This paper cites Simhash: Hash-based similarity detection, 2007.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Simhash: Hash-based similarity detection, 2007

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:39.656565Z

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.

Observation 9391a350-6c96-4bea-b461-fba497cf6578 · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:34.343180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f3b185e-3f9e-496c-a602-9f5f18f923f5 · outbound

This paper cites Miranda, Alisa Liu, Nouha Dziri, Shane Lyu, Yuling Gu, Saumya Malik, Victoria Graf, Jena D.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Miranda, Alisa Liu, Nouha Dziri, Shane Lyu, Yuling Gu, Saumya Malik, Victoria Graf, Jena D

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:34.412919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd040a20-6b61-463f-86cd-4b289213bcd6 · outbound

This paper cites Tidy data.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Tidy data

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:39.476949Z

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.

Observation b42c8ce0-beef-4f62-baeb-2340b489cb2b · outbound

This paper cites Gpt-4o system card, 2024.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Gpt-4o system card, 2024

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:39.332180Z

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.

Observation 35bc8cb8-1b1a-434c-938a-b80cfb5343bb · outbound

This paper cites Introducing claude 3.5 sonnet, 2024.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Introducing claude 3.5 sonnet, 2024

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:39.116724Z

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.

Observation 583eea8d-5e96-4c8e-b78d-ef0af36ad32e · outbound

This paper cites Declarative language design for interactive visualization.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Declarative language design for interactive visualization

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:38.888067Z

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.

Observation de94572e-981d-4ea8-aad3-4b251ba48e4d · outbound

This paper cites D 3 data-driven documents.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation D 3 data-driven documents

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:38.645043Z

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.

Observation 4beb9bb7-a647-47e3-b535-1941a0a77d55 · outbound

This paper cites Qwen2.5-VL Technical Report.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Qwen2.5-VL Technical Report

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:34.892043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e818bad7-ac8e-4a49-b68c-8eed5307f3f7 · outbound

This paper cites Decoupled weight decay regularization.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Decoupled weight decay regularization

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:34.950801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91a5db92-2678-4983-b7ac-f8dab92aab83 · outbound

This paper cites A Survey on LLM-as-a-Judge.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation A Survey on LLM-as-a-Judge

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:35.032378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bac5b40-2b6d-48c7-a8ff-24a792ce10f5 · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Judging llm-as-a-judge with mt-bench and chatbot arena

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:35.131578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c3c8fcb-a19a-4df9-b95e-8f8f1d5fc794 · outbound

This paper cites an unresolved cited work.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:41:38.404726Z

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.

Observation 23a0e99f-3d63-4986-af4d-3f335753c4a5 · outbound

This paper cites the rendered content is not a visualization,.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation the rendered content is not a visualization,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:38.161972Z

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.

Observation 0567f38c-d405-4dd3-af45-8837c6cbe1d7 · outbound

This paper cites Examples: bar charts, stacked bar charts, box plots, or sunburst diagrams.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Examples: bar charts, stacked bar charts, box plots, or sunburst diagrams

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:37.812271Z

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.

Observation ad8b8957-9fdc-4466-9bae-1abaa924c927 · outbound

This paper cites These locations are often shown using dots or circles, but also other shapes such as 3D spheres, triangles, stars, etc.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation These locations are often shown using dots or circles, but also other shapes such as 3D spheres, triangles, stars, etc

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:37.222790Z

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.

Observation d83df6ec-da87-4ea3-ba80-a32895d6b2f4 · outbound

This paper cites point" type and (b) candidate visualizations of the.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation point" type and (b) candidate visualizations of the

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:36.933489Z

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.

Observation 76976bc3-eb36-4410-ba0a-48ac16738574 · outbound

This paper cites Examples: node-link diagrams, node-link trees, node-link graphs, meshes, arc diagrams, or Sankey diagrams.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Examples: node-link diagrams, node-link trees, node-link graphs, meshes, arc diagrams, or Sankey diagrams

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:36.762701Z

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.

Observation 04dcaaca-3a50-4ec8-973e-da089784a405 · outbound

This paper cites Areas can be geographical regions or polygons whose size or shape represents abstract data.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Areas can be geographical regions or polygons whose size or shape represents abstract data

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:36.648165Z

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.

Observation 901842cf-e0e5-42c2-ad34-d0dd40b4e39d · outbound

This paper cites The grid often has rectangular cells but may also use other shapes such as hexagons or cubes.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation The grid often has rectangular cells but may also use other shapes such as hexagons or cubes

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:36.478892Z

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.

Observation 9db926e0-0846-442e-b47a-b5b779682147 · outbound

This paper cites These patterns can be evoked by changes in intensity, changes in hue, brightness, and/or saturation.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation These patterns can be evoked by changes in intensity, changes in hue, brightness, and/or saturation

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:36.361052Z

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.

Observation 99482ca2-c70e-4afd-b9ed-8c113b09a944 · outbound

This paper cites Placement is usually meaningful and typically multiple glyphs are displayed for comparison.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Placement is usually meaningful and typically multiple glyphs are displayed for comparison

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:36.236880Z

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.

Observation 27daab59-2e41-4fcb-a71a-414ea4f48ffe · outbound

This paper cites Label":.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Label":

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:36.113146Z

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.

Pith citing papers

Observation 000872c3-d519-47aa-8886-fd087d7fa07c · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation

Reference 145

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:33:12.700778Z

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.

Observation 3d51c189-1154-4d7c-ac07-d83a4b69f088 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation

Reference 145

Resolution: unresolved; no resolver link, observed 2026-08-02T13:43:41.442219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e1b8b87-7e5a-4b6c-94c2-f2fbfe68bdc3 · inbound

Demonstrating chart-plot: Closing the Last Mile of Academic Chart Generation cites this paper.

Demonstrating chart-plot: Closing the Last Mile of Academic Chart Generation VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-03T03:17:35.469069Z

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.

Observation 625f3f9b-7fd1-4019-9652-eea2da3f4bbd · inbound

Spatial Visual Analytics for Multi-Document Summary Verification cites this paper.

Spatial Visual Analytics for Multi-Document Summary Verification VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T01:34:03.089502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.