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Paper Citation Record · LEDGER

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization

As of 9 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 3 inbound Pith citation observations for arXiv:2505.16832.

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

pith.paper-citation-record.v1
2505.16832 v2

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:57:44.108374Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T09:18:54.667738Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T09:19:56.612542Z

Reference resolution

67 of 67 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved62
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation abc5c4c5-272a-4f8c-a856-d6b0fca1c2ad · outbound

This paper cites online" 'onlinestring :=.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:35.907199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:35.907199Z digest=sha256:492dda5844ce79e41ca489fa2c86cc92672b96016fa384521525bd1dc7c7c3e4

Observation 323354b1-4dc7-4e89-9002-70e4f719a672 · outbound

This paper cites write newline.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:35.989631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:35.989631Z digest=sha256:ae29828d9e766778ad3edcb9d0eb59eb12a51a38861ca784fe45706f3bf95246

Observation 470db56b-4a2e-41f7-8348-6561c2201cc9 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:36.030548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:36.030548Z digest=sha256:2963f8037f2dfd246e1ed91a7ad57d8e66fed096aa42582c01b2e6034fd6063c

Observation 50c8f28b-63bd-4071-9f8d-5311734958da · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:36.107192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:36.107192Z digest=sha256:678a6028f8a75ca17b05d1b3cc99c4d7ad415907f1187044fa8c9789c0f70a06

Observation c2218df5-fb9e-41f5-b971-06888cbe576d · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:47.894749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:36.232718Z digest=sha256:712edaf0d05a09111e6c98aaff2634a800269515ffebdee144f5c2482d58b1e8

Observation 97b9db82-42c4-4580-bbd9-a9c8207a2d7e · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:47.737703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:36.325614Z digest=sha256:777170571235c89014d72fe4496a46ea281483111c5f0c5843e164e0b9f91cf4

Observation 800e8d9e-d336-4dbf-b08d-e2ba52b7c0aa · outbound

This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:36.403917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:36.403917Z digest=sha256:ae6162845b5b13d61d778794ccea10be0432dff87251fd9a6ea5b29c729c0eba

Observation 453b4e56-5f81-401e-bd81-4f5cb108d1a1 · outbound

This paper cites CellTypeAgent: Trustworthy cell type annotation with Large Language Models.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization CellTypeAgent: Trustworthy cell type annotation with Large Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:36.470135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:36.470135Z digest=sha256:a55d7301b1989a9d1cccb6814699e7b08ead194419055397b7b18b7b87774aba

Observation bfcb0820-83cd-45c5-bc4f-5da7845f3778 · outbound

This paper cites MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:36.555008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:36.555008Z digest=sha256:c43b7dc6d60059202fd43286debb69445fd27f9726fe8a2f7f8948c922eab763

Observation 56023c77-f87b-43db-bd6d-0aa8c243c839 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:36.643880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:36.643880Z digest=sha256:524c9e7a246570457f15a23315fc2229fc5fe45e83bdf7c86ad6fdb68b0c4ab0

Observation 169c6c56-eac0-47af-ab3b-a409d537531c · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:47.596652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:36.718479Z digest=sha256:df090b73bf0b4f0cddcb0487357d5b1a10564c6aafa31ea4b0d0faa2e757f5fa

Observation 7797fa4c-d01f-4428-9564-f77e0f4c2afd · outbound

This paper cites HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:36.792649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:36.792649Z digest=sha256:64895d496277a872c3ee4253d9ec7f5374ba8668f4fda7445cbd0d58e473a20f

Observation 3218b7aa-bbc3-4024-a5a5-1b921992fae0 · outbound

This paper cites AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:36.873090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:36.873090Z digest=sha256:dc78e8396a7c4efeb0ea80fbaf7db17e3e1ea21e393c332f300ffb8a10656683

Observation a278c84b-4ee5-4893-b46c-b4048b401250 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:36.966494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:36.966494Z digest=sha256:6da9ba85e5154eb100d2705fba622826ca6e2e63fd9cc6df7d620c193bbda7bd

Observation 3b2bd443-74c9-43c1-95c7-0d44a23003f0 · outbound

This paper cites Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:37.025894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:37.025894Z digest=sha256:f92be09b5c4613b02e1794f1b6c6ddf81fc1b10f6b9643f4e8d5481d57f34336

Observation 0f54060a-490c-4ff3-8541-1d332856ec86 · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:37.116510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:37.116510Z digest=sha256:73cfd92f5a93d66e3370c2fe9a702c8b287966bdc9a83e95b9a29879ebf70be9

Observation 749c853f-9963-4c5e-9e59-3811e078d3df · outbound

This paper cites PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:37.184027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:37.184027Z digest=sha256:3b53630b5dc9d20a7dd6dd5d8c3af0bf870c83b8d4ae0b703f6e39bbff45c623

Observation b1074efd-badc-440a-a15d-ab1799f567cf · outbound

This paper cites MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:37.280223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:37.280223Z digest=sha256:bae7ca0c4d239e8d4b03e175aaa3cc23cf94e36a86de394c37903c75cf80c4e9

Observation 50d4a577-c6a3-4e12-82a2-178e9b0ae242 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:47.459359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:37.385456Z digest=sha256:cc9f207b5ea6351eab75f445b0f1da142a5f6b0bcdbe4e32cfaa98d0ade44fbc

Observation 799ab86b-46fc-4aa7-a343-b09fb88d3a34 · outbound

This paper cites Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:37.543242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:37.543242Z digest=sha256:d678cf79b5ec25374dd70dc4a360795e1cd0f5f2deeb20a8654497fa5b5b80f9

Observation 6097f4e8-38b0-4be5-aee9-40bcbb350f4b · outbound

This paper cites GPT-4o System Card.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization GPT-4o System Card

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:37.669044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:37.669044Z digest=sha256:e716002a895b452409d133e8f5e3dc8e832ab960549c092288d0ee88697c63a9

Observation 4771bcbe-c5d1-4860-8f8f-2f67b18fad16 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:47.263061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:37.837673Z digest=sha256:390b98295f6e7d58bfb62adf21a9c9b0d0d108c0c4b8ea62f0e74833abdceadb

Observation cd0ebed5-3bd4-4b49-b643-9721ccdeaca2 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:37.958377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:37.958377Z digest=sha256:ea9f6be4a7c785fd3e87d583f4dc1924c7d9061ba6a39ef54e6d89b8d16e79d6

Observation b6bdff5e-4825-43ab-acdf-f201e3238b43 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:47.081045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:38.086959Z digest=sha256:86b702bf0f294ac796e280a836f0835d35db4ab457d455a25e225563a19f4097

Observation a034b709-4343-434d-b223-f56407dd066d · outbound

This paper cites TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:38.201425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:38.201425Z digest=sha256:f94634585e027b6130bcca1728629c5c9493395921caef0ca5fe8cf42324adad

Observation 298db3c9-3893-4a3b-93d8-c202787fabbc · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:38.348548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:38.348548Z digest=sha256:15fe5ae8acb1145f49b654560b5d4bc8b1f67e4ef518450de0b2ddd608f91b76

Observation 268a6d2f-ef07-4276-91ab-41654e39a268 · outbound

This paper cites Let's Verify Step by Step.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Let's Verify Step by Step

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:38.501756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:38.501756Z digest=sha256:514f0b2426ebbb34f380623a8f32a34d61abaca99ea9ff18d22dc60d9099d937

Observation 61504162-c6bc-4426-beca-51cd56c323a6 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:46.902571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:38.615066Z digest=sha256:a72d46e11d5635fc9910172ef73ef5b6aec471417ef828bff900bd13d66e71ff

Observation 6a935522-0aac-4f05-8744-ca0b55334302 · outbound

This paper cites A Language Agent for Autonomous Driving.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization A Language Agent for Autonomous Driving

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:38.732670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:38.732670Z digest=sha256:f2e3334a42a00133cd7d907a37663794d8a4d06e55cc64f9001c51803349ef03

Observation bd6e508b-e544-4ed2-bf18-90edc5e176a9 · outbound

This paper cites Miller and Jonathan D.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Miller and Jonathan D

Reference 30

Resolution
verified exact
doi, observed 2026-08-07T14:57:44.475047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:38.855826Z digest=sha256:2be8bce66ef58f2ef517e9b3ecb6a7988badc81c22f68e1e06a5307d45c0fd02

Observation 25f90b52-1d54-4d93-972c-9bbb1de8a7f1 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:46.750195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:38.996168Z digest=sha256:195dc11d1a89525c3318ad700688bcf5685220ebb4d30ffc64ba97e4ce8d1105

Observation aaf98a31-3ea3-45c7-a095-99a03297c8dc · outbound

This paper cites Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:57:45.411457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:39.157770Z digest=sha256:b4f93312acdf8614e47fc408341016a625f14a2951bd9dfed622f431c281ba1c

Observation 4ddb68c5-6957-42ee-953c-7fc394b63c25 · outbound

This paper cites Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:39.267911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:39.267911Z digest=sha256:1e6a654446dd303c9fcc5935aa7420c32d526c4436035789a0bbd1592045585f

Observation 23fde453-5ed8-4b31-a3de-9d000f813fa6 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 34

Resolution
verified exact
doi, observed 2026-08-07T14:57:44.289086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:39.384109Z digest=sha256:fce0c9e3438a4ccd19e7ec81612076030b2355d75d1bd7098fb3023eeb15889d

Observation 34adf54e-f03c-4608-8edd-ceca8ff17e70 · outbound

This paper cites Benchmarking Visual Language Models on Standardized Visualization Literacy Tests.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Benchmarking Visual Language Models on Standardized Visualization Literacy Tests

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:39.539634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:39.539634Z digest=sha256:bcce8dc2b9d6d9a5e2184310c0dee414893e7593ae4c197d0d512de77cc03d29

Observation dd94c899-1820-4d2e-b37d-3be721b6c95f · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:39.710840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:39.710840Z digest=sha256:3e8ccada8ac9ff310fe1eab256a377c8f569d1e7f0745f871e3806198aeb7502

Observation a3cad3f0-aaee-462f-a1fc-6f41519d05ef · outbound

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

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Vi(E)va LLM! A Conceptual Stack for Evaluating and Interpreting Generative AI-based Visualizations

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:39.929777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:39.929777Z digest=sha256:93eaccf38c48bbb04744843c37f910a41b81a36efb307fd98f3a4f1073d5e32c

Observation 16236abb-e978-412a-97a8-6a45b2d3bebb · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:46.589808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:40.159293Z digest=sha256:cefc4fb72e77ea95c3f90d61cd852301c63da27265f5e32288eab8047f80433f

Observation c5c1ddf4-1117-4a2d-8e72-ae094d36bdbb · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:40.368278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:40.368278Z digest=sha256:081dfcfa0ec9332e75055833a1bd76daf7b6af135186477739f32edfe3ed5dc6

Observation 2a670705-5165-49b7-ac8f-8d2b84ce90b7 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:46.426937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:40.534257Z digest=sha256:b1286f89ae8259cbac2f082be6c46a35f2fe1e995c27c3b5df77d895d0527627

Observation 20db9cc1-9901-4f53-bd0a-972d8dcc6247 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 41

Resolution
verified exact
raw_fallback, observed 2026-08-07T14:57:45.138275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:40.669159Z digest=sha256:6b17e516a5fa2f82da3aa1283c40fb6db8d921589bb5a6319588a1e9c525653c

Observation e88fed3b-4d94-40b7-9c11-307c798556a1 · outbound

This paper cites ALFWorld: Aligning Text and Embodied Environments for Interactive Learning.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:40.869520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:40.869520Z digest=sha256:85e6a5884a116060c9a2dc7dd9389b85f981d2b0eb9f0a6bc663fbc2127a64b3

Observation c3775c78-df79-4d50-a703-e79471fd6312 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:41.075522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:41.075522Z digest=sha256:23aa5a63300fe2c8b0e642fa002f399d16d528592e1c3f3a1a9b842789f3e704

Observation 9bf93d8d-03ce-463f-9476-e2da6e5bb84d · outbound

This paper cites PaperBench: Evaluating AI's Ability to Replicate AI Research.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:41.228283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:41.228283Z digest=sha256:4f93ad0e11166df033a930aa82040a16e36ea98b0f43f3b5af9371015a2861b6

Observation 68f26e0b-c5ea-4099-8b40-180963439487 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:41.352375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:41.352375Z digest=sha256:39063d809a554828e7dc7ed1269a0992e1fd9152b0798a7764f186328ba4481f

Observation 3da11239-0568-494e-a26e-a8c13dd09c9a · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:46.269453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:41.520303Z digest=sha256:dfbd5fcad196e253312b1f9751570d009af49b1922c03f0ade0683a858e6e059

Observation 7a9c9c27-cfaf-4095-8fe0-d93acca047c5 · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:46.090136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:41.652728Z digest=sha256:aed583c33e42f2f76db3d50d6a07d919e10a76cb98c3f63dc627c737e8c4fd42

Observation 776cd5a2-22d2-42b2-9c16-8ca3180a816d · outbound

This paper cites LLM4Vis: Explainable Visualization Recommendation using ChatGPT.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization LLM4Vis: Explainable Visualization Recommendation using ChatGPT

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:41.795914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:41.795914Z digest=sha256:854db5efe920dba1d335d371a7da2eff9b31b308e719e4f3a0173756f6970182

Observation 3ebcc0ad-3ce0-40a2-acf4-5c0a654fb2d0 · outbound

This paper cites Large Language Models for Education: A Survey and Outlook.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Large Language Models for Education: A Survey and Outlook

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:41.929831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:41.929831Z digest=sha256:31841f1cd3623e101d4944e0a62b66611d3a46756784cc82bbdfa365e4e1e4a7

Observation e5a5aa7f-a881-412c-ab7d-8b5b0d82f89d · outbound

This paper cites Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:42.091979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:42.091979Z digest=sha256:de7533683a883a958e84ced8d4590e30dd61b314ed2ed774d77eb3e617b8cbb5

Observation 391ad1ef-0cc6-4028-8fb5-c390d9ee9b1a · outbound

This paper cites NEWTON: Are Large Language Models Capable of Physical Reasoning?.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization NEWTON: Are Large Language Models Capable of Physical Reasoning?

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:42.222260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:42.222260Z digest=sha256:51b6eaf7804be42cdaf84ff217b16e9e0cf2bf6eb38935d8cf887f2d19a510c7

Observation 94fb7c64-f605-439e-a4cc-8a1fff864eea · outbound

This paper cites Agent Workflow Memory.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Agent Workflow Memory

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:42.377722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:42.377722Z digest=sha256:db0c7d69f688cd0edf4192d20da0f8393083796f70c411998fc601bcdc97e60f

Observation 26cbe30c-7e37-4cf4-9987-13f771041d03 · outbound

This paper cites MEDCO: Medical Education Copilots Based on A Multi-Agent Framework.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MEDCO: Medical Education Copilots Based on A Multi-Agent Framework

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:57:44.832042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:42.554338Z digest=sha256:ec60a114b51b16a592adccb9dc666f1733500bad83eeb05866d04fa6d400b45c

Observation 19d4b72d-787b-42f7-a5aa-c178390803c3 · outbound

This paper cites MathChat: Converse to Tackle Challenging Math Problems with LLM Agents.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MathChat: Converse to Tackle Challenging Math Problems with LLM Agents

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:42.730427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:42.730427Z digest=sha256:171e12b6775621328cc37d243f452af1cb270cb8c27567e8bc61275589c1de0f

Observation 77f0d2ff-e380-4428-8045-81d6d2aee7e8 · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:42.860094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:42.860094Z digest=sha256:b6577d2cf0b3d298634a169af87f35e93de70b5c9ac730654fc74b9273053d80

Observation 6bcde4df-63ca-4b90-b00e-b1fc1ea42534 · outbound

This paper cites EduAgent: Generative Student Agents in Learning.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization EduAgent: Generative Student Agents in Learning

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:42.992315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:42.992315Z digest=sha256:c81ed2df41a1c108f173de0944acf5e9887f6f4895ad5e8f1a45e63de64aebb3

Observation 28eb76b9-f06d-4cfb-aa4a-5ca251f38c4d · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:43.120623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:43.120623Z digest=sha256:c0bf97ecc79be5c2cc3dc8c451251e89b85b22e4d4806144af4edafab3966961

Observation 71a36ada-9aed-4f86-af4b-c2d528887aa8 · outbound

This paper cites MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:43.263104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:43.263104Z digest=sha256:2f8fd0e5bfc7038f09e8f4cc275594dd9085d237b6dc7ee0f81dffb7150c9c45

Observation 1167b736-47f1-4267-bdca-60c12067d76d · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:43.369953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:43.369953Z digest=sha256:227b4fe1be49ec9e56f72041b92de14e3a0dba5cd0947968ee700154dbf46ef4

Observation f60da05b-fea0-46ac-900d-b30b5ee232fa · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:43.483072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:43.483072Z digest=sha256:d778da5e29d3edae670f5aba647ff922f3d680613e76bfad323554034ecc5e8e

Observation 243f765b-ffde-4cde-89b5-06bfa8cbefff · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:45.908663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T14:57:43.570544Z digest=sha256:0e415036ff621bf19ab69a44560e78a4d0150235d81c8abb76314cae756fcb4c

Observation c012daf7-1b60-481b-b082-e5c8233be98a · outbound

This paper cites REMAC: Self-Reflective and Self-Evolving Multi-Agent Collaboration for Long-Horizon Robot Manipulation.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization REMAC: Self-Reflective and Self-Evolving Multi-Agent Collaboration for Long-Horizon Robot Manipulation

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:43.686691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:43.686691Z digest=sha256:bb207695d719bd41babeb7bb05aa4707798f883c8eef44d74eb341e185347843

Observation 5392ce9c-87c8-4189-93ab-49e38c3351d8 · outbound

This paper cites ChemLLM: A Chemical Large Language Model.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization ChemLLM: A Chemical Large Language Model

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:43.782494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:43.782494Z digest=sha256:d68749ae4150007f0e800479560fc9a6cd4428d37129e51be022d7c8249fa887

Observation f5a75b92-6c0e-4597-a7d0-0264db593bda · outbound

This paper cites CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:43.869997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:43.869997Z digest=sha256:2fe87f43495c2d2501383b388f8c6cea35009db0158a349443471b46d582e574

Observation e6ace6ac-f840-4a71-a35f-7ea9dd2b1d6c · outbound

This paper cites an unresolved cited work.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:43.953775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:43.953775Z digest=sha256:51c153cc90d807a18b01812c1bd79dbaf1156dce5d290a56ecab31c26273f9dd

Observation da24c7da-cc9d-4d52-b3f2-e20db971800b · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:44.038180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:44.038180Z digest=sha256:5f26faffb3b9672c7c24afe8c3e58e223e0f22a50bf7743099178b35d92e7a56

Observation ee825a5f-99c1-46a8-bace-8091ec5947ea · outbound

This paper cites Anyprefer: An Agentic Framework for Preference Data Synthesis.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Anyprefer: An Agentic Framework for Preference Data Synthesis

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:44.108374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:57:44.108374Z digest=sha256:e3d6343c533c254ee79311aeb6245344150640968801212560bed3f2b7ea623f

Pith citing papers

Observation 8d29b4c1-5599-4123-badc-55d9605218fb · inbound

ClawArena: Benchmarking AI Agents in Evolving Information Environments cites this paper.

ClawArena: Benchmarking AI Agents in Evolving Information Environments From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-21T09:19:56.614953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-21T09:18:54.667738Z digest=sha256:ac25d7cb0c3fb2bac1abe90dd23f1132783b0ddf340ad1fa4f72727d3a0ebf1e

Observation 723e557e-a983-40cc-b5d1-9b4f9338c946 · inbound

CAGE: Bridging the Accuracy-Aesthetics Gap in Educational Diagrams via Code-Anchored Generative Enhancement cites this paper.

CAGE: Bridging the Accuracy-Aesthetics Gap in Educational Diagrams via Code-Anchored Generative Enhancement From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-10T23:00:47.845228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T19:26:13.091254Z digest=sha256:8051999d57e9159785c605a0c21f8a9c94a53156af2c50bf912f3b2ae2dc0730

Observation cd539b0b-86d6-43c4-9d44-3cf27474fe24 · inbound

See Before You Code: Learning Visual Priors for Spatially Aware Educational Animation Generation cites this paper.

See Before You Code: Learning Visual Priors for Spatially Aware Educational Animation Generation From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization

Reference 46

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T19:18:54.422384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-20T19:18:05.091160Z digest=sha256:de23f00be416e160a11d8dd2af72d82f65627df8824575a62e250dca5cc9a918