Paper Citation Record · LEDGER

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation

As of 19 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 2 inbound Pith citation observations for arXiv:2501.16277.

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

pith.paper-citation-record.v1
2501.16277 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:37:15.152015Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T17:09:17.996686Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

52 of 52 outbound references displayed

verified exact4
verified fuzzy4
unresolved41
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

3
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 5fec28fe-1bda-4e97-9517-4dc10a0e88a1 · outbound

This paper cites Aubin Le Quéré, H.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Aubin Le Quéré, H

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:14.901163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693c8150-d9ad-438e-8478-55e220974813 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:14.906687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a2484ee-a21a-4f38-a877-9b3df61bd6c9 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:37:18.117612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5c3f5342-4396-46cf-b335-03bb985ce77a · outbound

This paper cites Bendeck and J.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Bendeck and J

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:14.916436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 069426b4-2bdf-4f14-a3c6-40f2605f4c63 · outbound

This paper cites Börner, A.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Börner, A

Reference 5

Resolution: verified exact; doi, observed 2026-08-10T13:37:15.472081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 580b7dcf-5a9e-4e35-86f8-8578787892ba · outbound

This paper cites Börner, A.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Börner, A

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:37:18.103752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ed957760-e7df-47ed-9b22-b36097b25298 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-08-10T13:37:14.935407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba147fe1-eba9-444c-a0d8-e53869c269c6 · outbound

This paper cites Toward a More Comprehensive Understanding of Visualization Literacy.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Toward a More Comprehensive Understanding of Visualization Literacy

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:37:18.088330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b92f8a32-1d98-42f3-97bf-0579d1b90df0 · outbound

This paper cites Chang, X.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Chang, X

Reference 9

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T13:37:18.073020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 75ed3554-a9fc-4f72-837d-a0123a05d6d5 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Evaluating Large Language Models Trained on Code

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:14.950232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7a10fc0-3d6c-4b35-aa37-a9fc744e4647 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:14.955243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e7240ec-8eef-4207-9e57-c968e34088ec · outbound

This paper cites Chiang and H.-y.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Chiang and H.-y

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:14.960822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b927d2d5-9aed-43cb-91aa-ccd0a45cd563 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:14.965468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d84da4-2cfe-4c3e-80d3-74c3dfdd9e6a · outbound

This paper cites Further Generalizations of the Jaccard Index.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Further Generalizations of the Jaccard Index

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:14.969892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb517883-8117-496b-857b-c0568bd29f89 · outbound

This paper cites Demszky, D.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Demszky, D

Reference 15

Resolution: verified exact; doi, observed 2026-08-10T13:37:15.403502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 42f82036-9aa1-4731-96ce-1d36c7ed2749 · outbound

This paper cites Di Bartolomeo, G.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Di Bartolomeo, G

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:37:18.058369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 821c22e1-91cc-4c78-844b-a887a8f947a4 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:14.989858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32259b38-c08b-46db-b1af-fa4a235c9344 · outbound

This paper cites Hämäläinen, M.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Hämäläinen, M

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:14.994372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34bfd0f7-fa58-41d4-bfc3-24958830770d · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:37:18.042925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ed659663-31f4-45ea-8c10-ff27f6bcf2e9 · outbound

This paper cites Kafle, B.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Kafle, B

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.003282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed653ab5-5647-4731-ba3a-a8051103f5fd · outbound

This paper cites Kafle, R.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Kafle, R

Reference 21

Resolution: malformed identifier; no resolver link, observed 2026-08-10T13:37:15.007498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4221355-1367-4338-b42f-a9bff2681489 · outbound

This paper cites FigureQA: An Annotated Figure Dataset for Visual Reasoning.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation FigureQA: An Annotated Figure Dataset for Visual Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.012373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 796c37e2-a472-4b07-9bfb-8a2116c00088 · outbound

This paper cites How Good is ChatGPT in Giving Advice on Your Visualization Design?.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation How Good is ChatGPT in Giving Advice on Your Visualization Design?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.016879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e38f60e-4243-4602-9c9a-d34058be3bef · outbound

This paper cites Lee, S.-H.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Lee, S.-H

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.021831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 490acd54-dbcd-4cf5-a23a-124f1185c60a · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:37:18.027929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation df2a543c-143e-4e35-bc99-8f984a218aab · outbound

This paper cites Using Large Language Models to Generate Engaging Captions for Data Visualizations.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Using Large Language Models to Generate Engaging Captions for Data Visualizations

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.031415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 341c5081-d5e1-4b49-8abc-28cc8d242dfc · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:37:18.011770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2d22f28b-cfd0-4386-ac45-701ba4722f4e · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.048864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3909df4c-1770-4e8c-af17-b6c84164dedc · outbound

This paper cites Masry, D.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Masry, D

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.054232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acbc8a92-96c4-4918-9b37-85876b4b05a1 · outbound

This paper cites Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.042880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ce557d7-e8fd-4e61-aeb6-a13241cc6908 · outbound

This paper cites Pandey and A.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Pandey and A

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.064409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 695140f9-2822-497d-873c-8722ab101cfe · outbound

This paper cites Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.070296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 479d7cf8-de46-4d3e-97c1-747fa1a27630 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:37:17.995468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e09ed387-7d34-4fd7-8d37-2c3f32f51609 · outbound

This paper cites Vi(E)va LLM! A Conceptual Stack for Evaluating and Interpreting Generative AI-based Visualizations.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Vi(E)va LLM! A Conceptual Stack for Evaluating and Interpreting Generative AI-based Visualizations

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.080864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0227f687-005f-47c6-bcdd-57955228b71f · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:37:17.979046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bffbfc1b-2f38-49de-8889-4a9cc2d96734 · outbound

This paper cites Pham-Gia, N.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Pham-Gia, N

Reference 36

Resolution: verified exact; doi, observed 2026-08-10T13:37:15.262634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fc028192-413e-4050-9c2a-3ec3c9895dc4 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:37:17.963664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 95c76c1b-f762-4232-b9ca-601b842e4a1c · outbound

This paper cites Strobelt, A.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Strobelt, A

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.105512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa1d3819-19d7-46e7-b6e7-3f299c11551a · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.090439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2846fdcb-efe2-40ce-b984-e7964efef1d1 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.095580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b4e5797-64d4-46e1-8f07-8169c9a4f11a · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.119658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49591e8e-4315-489f-b816-8cb9747fb722 · outbound

This paper cites Vaithilingam, T.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Vaithilingam, T

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.124974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 558c30c2-ec1b-4478-990b-c0750664e262 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.110757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be285b09-ed63-4c64-b8d6-397ffe01384d · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:37:17.948105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a56d23a-0db9-4540-8971-33f21713841f · outbound

This paper cites Vijaymeena and K.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Vijaymeena and K

Reference 45

Resolution: verified exact; raw_fallback, observed 2026-08-10T13:37:15.764799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a21a9c98-bef4-46c8-8b7f-0fb06c5f1540 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:37:17.918775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d89365b4-0b6f-43d1-90b8-eab868025450 · outbound

This paper cites Valmeekam, M.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Valmeekam, M

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:37:17.932874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f260a4a3-ab83-415d-833e-fe3d914e68a4 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.134623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc54403c-f7c4-4479-ac4a-88a73d5715d3 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.147930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76f3e383-d866-4e7d-9962-4b28b5209583 · outbound

This paper cites Ziems, W.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Ziems, W

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.152015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 380e64e3-9728-48b6-81fa-718f973b03d8 · outbound

This paper cites an unresolved cited work.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Unresolved cited work

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:14.930769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c28fd326-4caf-4fdd-b7db-04a9b04cf59a · outbound

This paper cites Ask and You Shall Receive (a Graph Drawing): Testing ChatGPT's Potential to Apply Graph Layout Algorithms.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation Ask and You Shall Receive (a Graph Drawing): Testing ChatGPT's Potential to Apply Graph Layout Algorithms

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:14.984457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b7458ddd-2f98-4a64-8189-63ae457e2675 · inbound

SciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents cites this paper.

SciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-13T15:59:43.030409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 73995a45-140a-4bf4-b048-09c63c963a3c · inbound

SciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents cites this paper.

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T17:09:17.996686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.