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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 16 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 2026-08-16T06:30:59.297886+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=sha256:81ad8dc3f13547f81593e3d23143b360be97f5ab6e4678f26c1d9061818fdfd9

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:ea1f8f5870a14febfc4fd5e481f6b506a30c39f293f4e6281dd61d4257956ed4

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=sha256:43cb081b7f960c2ab7ce2466d91ccecc931ed79267de7c9e46d3d0f6871543a7

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:c519ff22bd4f64d3169cc2bb799ddcf6a6396511218f63608751993c269fedff

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:36.232718Z digest=sha256:13c22cea0055558a45cd4f986d51a4b72824fb5fd93fdd8427aa32ea1bfd5646

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:36.325614Z digest=sha256:2581a7f1f0012f77f05ed88be618be752a1a12fe0701856b44d818bbe5766840

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=sha256:1dd0c46b542853a7d802214511e36c552b298dcc7b61039395469d36f27257d1

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=sha256:53799b3f7547bcc3abcf84c0d6bfbc4c82eece69774077ee6119bb966813470f

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=sha256:69c9d8f847c6b2b60a6af81434ce6609dc6a35b318640f6e2d3710dba0d3822e

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=sha256:99fc9135d81af995fdac3864f7c5ee5c3a827a73a575c3189ea0b7c60e375238

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:36.718479Z digest=sha256:9eb4f2b3e3bf2685c75d91189d14ca65c6802bc7999c66a43de9e40ef9083e12

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=sha256:270955470c7a84286a6b9baf013e8573387165651a5de7e1be2a5c7cffd2d351

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:a70b04c74e40c8027404cdeb645cf2b98d6ea3b653ebacb165f8e0e88318a204

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=sha256:3dbf9bc02f5c4d60edf7a5b48f606afdb40fa51736c52c779f425b82f9a8d4e9

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=sha256:776b45b3ce5e5c0c249fd72014e3ff026a647235352ad1762d5ca1202f6d5422

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:ef6b0e1eef133520f8a4d1cac29fe0d16578963c70deace6ce9f10a46417ce60

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=sha256:274680bab90a2e5a67d7b86c1c28d11b2286fad387c4724322aea4deaa3ca726

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:a265a3012d12c11c4d0e3e69b22f2c01d3de9f9b77f4fb059195314adab13ff9

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:37.385456Z digest=sha256:1a7cc60689967953b636ee976e05ef2af53caa84faa21e3c980e83088e39c198

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=sha256:706e9e95707100301f548d3844be59982a77c745a7adfae76eeaaa8f3bc5ce2b

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=sha256:9d7029a4b19018b21f674b0d4c2fc555efa1fa9f78a5b38193e648188e47a812

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:37.837673Z digest=sha256:3b7332d19f5df2e3f2eae33c32a064aa038d9bde336ac07c248a885d35bbad1d

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=sha256:3a4013f0da41efdcb0319dc7d08770b4ba81a0506cfa3d580c7cb7c6033c4dc9

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:38.086959Z digest=sha256:70f076bae7350e656295a81b4976a579ee980a396575cc2999c8858b362761a8

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:d5c9a69d04f59ea920f51b4672cd4d819024701419d7d13704cbce452f944ee3

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:c57688d574dd6c7a94dd96a92247e3014050fb8f9e6e5ff53958389e17966d38

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=sha256:07c81794ef606adecc350a276b3a0661c521c3bddd625c0e3af360181b453ef6

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:38.615066Z digest=sha256:095f05cb89aeaea4486ed88170e734061a72f9810a7e750c3f6796191b6c2402

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=sha256:171d7e17d4deab3888e4f8a13605f47bd449985283d46c7947be7494acc4be3e

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:38.855826Z digest=sha256:d7739defacd431edbdf6e722fd674796ebb394330f9c340dcec469de5e9ea1b6

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:38.996168Z digest=sha256:fc82a981cc34304e46c1ec16381abca4585e5d43807104e350da9e96a1d4f616

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:39.157770Z digest=sha256:5ae37674b0539b5e1f87796852f980dfb0851e8c0364db164cff524e8d03ee6f

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=sha256:0c97773d77754695b548f1f643742e0ff4e54caeadb010d8fccb9b285d7aa82c

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:39.384109Z digest=sha256:edc60ce242d432a54c389f1a7cb50897d88983f8c792f60eebf6d8ae5ac164b0

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

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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=sha256:47816588d9dfe335e156db116e57ed969219a47bdd0c69e9f7210dfd9365db44

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=sha256:279b2273b5d5dd345d054c7569ba2d804a1610a6f97cca724c2df133de0d58cb

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=sha256:5a4487a2515d029643f871dc3c3ccbd0aa00bf80e629ef10ce72efe96816df13

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:40.159293Z digest=sha256:ccdeddb326b81accbb8302872af65a1c16d53bc42d2c095b8a268d258b5a6fc7

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=sha256:19d678bc4bf60a223b153bdb450888a1967e6d28585eca6b78bc846b09a281c8

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:40.534257Z digest=sha256:d4778b67ea4f1c0a607a73452034b5de157273f66e5d00bd23f7efa8181094c9

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:40.669159Z digest=sha256:827f4e8b4669a4401f8fff1c7bd37ef515a034b696e5cbc6537b50b4e7da0c82

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=sha256:615c44ee29e24636051f94dfdd79f2bfd9d3a0dd43eebfeae7643380a69cce1d

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:df5a94918b00076f85cfdfa26c25ed207b48917779e271c37d8bd6db912f3e45

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=sha256:911927a0962f717908e9dfee41e030dc6ff3aef3a43dea47a02875cf3e71fd12

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:ffdb12e274aebe7f00d2409dd41c10138dade85f9bd30d50d38d36db9d924b9a

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:41.520303Z digest=sha256:104a644a750c5abe878d524738c25ac499f0d5616c44e2763d937935a2ed83be

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:41.652728Z digest=sha256:0a25189420bfa7e7f4d47bb6c2492f1a76ff9b1d2ea82840e83da415e6c2cbc9

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:dea777c0702ec9aad1ad72db458cbd33724bec653af2083cf3d1b0b7ea421a8b

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:b40a7fda391f60ca1bc5d84c4b6e1964ccf6f325653ffdf95c21548b44b8b74f

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:b1ebf7f7a55e846ad84a6f524291c236463e417c72e340c733c9ea9635762c7a

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:e0c94d950490e4b8234dba6352af32004f5f54ea049c99bf2b83c481fb2b29d6

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:b5994b2a2098731363733128ef50e65299c991b3a307a39f62634ae5c29c0922

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:42.554338Z digest=sha256:b844325a296308042061a7c2308cf9fd73dca5b5da355f4680682f5fdc7c3ccb

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:f0cef5347dcf9f03dd2f6a7e94558497b882b9fece0d2148bb2599585dc68d09

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:bf0436e29fd826efee35e62eedea4714d48e0369b4afe441db4c1038f1aae168

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:ddab53150ebb976b1d11e775aef7561a7dabcf8136ae1853c2f81a80ba73ff0a

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=sha256:6b1cb22e3929a7bf0165ac7aa4018e7c770501b4cdcdbbd11fa2155ad3cac35d

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=sha256:9cec544afef9b89f534b138d1bbf1c8d86904a8c5729694e3544848d917faf6d

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:d42b0769684e4e007f7380af9ffaf0a05dc53a23ad0a89a4e47a46bad66723cc

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:c9c1da7fe33687018c5577376c2f613ad83f55098e79bfcd53fb317e2dede31e

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:57:43.570544Z digest=sha256:fcdaa228f63401822c9c5f0d85c455a771cbe7ec3c0ebf56282b9b8d68ce3bda

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=sha256:6dd29a71f6e1e5c4dc9c01788beb1092e6151bd95154450b1c7bba81e87e907d

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=sha256:4c72dd24514eb32f5db243803e5605422957b9a4af91fe871bf89304bed3e094

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:a20ed313fa3426382b1b3804242a53254b53c13f1131ae248a9efd7624275e10

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=sha256:48cf87eec4812f4f06a51615798e09ba367aa84f316c0d8eb7906daa10db7f41

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=sha256:5e7970726d2253ac8b09287860a96a17198380f9feadf7bc30be8fc86b5940ad

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=sha256:0bc1d1d05960bbb7c980e8c55732222a6e5302073801e1e8b7743cca617157cf

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-21T09:18:54.667738Z digest=sha256:95a9e92a6f48510c4bc8674c95c9c7289fdda32798771cb5b07cc4683276788f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-10T19:26:13.091254Z digest=sha256:57bb159db65df6da5141b306c056565857d969c82c634f7c62521f13c44922c7

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-05-20T19:18:05.091160Z digest=sha256:3149f8d7259a17e2740bf058b68ac32503a9b409d91a2ba80c69acf1983afdb2