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Paper Citation Record · LEDGER

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

As of 18 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 4 inbound Pith citation observations for arXiv:2505.10557.

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

pith.paper-citation-record.v1
2505.10557 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:11:14.588625Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:23:34.902966Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T22:30:53.436698Z

Reference resolution

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy5
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3106c0b5-1855-4acd-9ea1-ab8ecf9587e1 · outbound

This paper cites - If the problem includes multiple-choice options, format them as a bulleted list.

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning - If the problem includes multiple-choice options, format them as a bulleted list

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:14.805395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation f674ca3a-1157-46f6-a8ec-9af5c9b71cf2 · outbound

This paper cites answer1",.

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning answer1",

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:14.793455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:11:14.557910Z digest=sha256:4c35378cdcdc1fbe8948af3eccc3ce1100f39f51458f5cdaf96d6250c55826b9

Observation 8327ea6d-b6b7-410d-9566-9e0ea9a462c4 · outbound

This paper cites answer1",.

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning answer1",

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:14.781291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:11:14.561790Z digest=sha256:8200bf6531cc287783b8103bf3a1ec2b9e701ae36ededa3e4f255a4a63a1b080

Observation de73fce0-fa41-40eb-86af-973235c08695 · outbound

This paper cites Below is the code that generates the image: ```python/tikz [Image Code] ``` ### Question: Figure 15: Prompt for synthesizing math reasoning prob- lems based on synthesized images.

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning Below is the code that generates the image: ```python/tikz [Image Code] ``` ### Question: Figure 15: Prompt for synthesizing math reasoning prob- lems based on synthesized images

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:14.698502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:11:14.588625Z digest=sha256:84ac8b3e6c8007de306e5ec339f00e92bbe0759ab7c496b4f20487f963ca25d4

Observation 593348b2-8dae-4962-a257-dd8e7a1469e3 · outbound

This paper cites an unresolved cited work.

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:14.770391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:11:14.565868Z digest=sha256:6160e082970f0b04043b50480fba47a9a0e7b55e2443355af958f4d1c251ab2c

Observation c1f0391e-1dec-4d3e-8513-82ae93deada0 · outbound

This paper cites an unresolved cited work.

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:14.757952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:11:14.569757Z digest=sha256:b65bf37770b8305e2a96aa47dddb541c6f1450e271c63ebc28f6ca8a85524b95

Observation e8592766-d2a5-433a-a974-26ac5f459857 · outbound

This paper cites an unresolved cited work.

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:14.746211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:11:14.573501Z digest=sha256:f6227087dc6c084b48b1e63d94b72d5d163f6844f2064b5a6ac0fe4f24987ecc

Observation 71fee783-ee80-48f8-89f5-33f48565fc07 · outbound

This paper cites an unresolved cited work.

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:14.734093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:11:14.577523Z digest=sha256:ffc37d158d6c9c22d08bc8604d1942977447dd252e0a2a67b8f0dd90ea09d74e

Observation a35dd998-eace-403c-a55d-8b032e667dbc · outbound

This paper cites The question should be concise and self- contained, without any subparts.

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning The question should be concise and self- contained, without any subparts

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:14.721898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:11:14.581574Z digest=sha256:41549dc9d8165fd0a661b49bf5007818836126467184e54c07d1d9279499b0e5

Observation 349052fd-5d57-49b7-bcb8-89361fffe5bb · outbound

This paper cites an unresolved cited work.

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:14.710347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:11:14.584928Z digest=sha256:7a78cafb47c9f5e2dd70a98bf8314cb3eb0a2dbebfbae06d415074dddb1108b3

Observation 9ccdaad5-eead-4403-a013-9f9858da49db · outbound

This paper cites Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models.

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:14.549800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:14.549800Z digest=sha256:8f221d68c6e3d9178ee2aae4e099d2096f06505356daef815e91a8cac50b7a2d

Observation d42e019c-cb74-4365-b5cc-baadaee7b305 · outbound

This paper cites Preprint, arXiv:2501.04686.

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning Preprint, arXiv:2501.04686

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:14.544924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:14.544924Z digest=sha256:04e97d9b0440f3d66325f765830200c727485404361b790fa2ad58dd25cf51a2

Pith citing papers

Observation 9eb48cd2-4a3f-423f-a342-39abac7220d2 · inbound

Learning Only with Images: Visual Reinforcement Learning with Reasoning, Rendering, and Visual Feedback cites this paper.

Learning Only with Images: Visual Reinforcement Learning with Reasoning, Rendering, and Visual Feedback MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T13:23:34.902966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T13:23:34.902966Z digest=sha256:06af3793e1db1ce7cd3362e0bdcd24b11d2161936a63ddef8544d380c7d773f1

Observation 8e6c3ed8-e186-47e3-80aa-720acab02907 · inbound

SVRepair: Structured Visual Reasoning for Automated Program Repair cites this paper.

SVRepair: Structured Visual Reasoning for Automated Program Repair MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-04T06:11:25.671590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T06:11:25.671590Z digest=sha256:330ad4b997aeb3716b3db3ba2f01015d5e204bf591f2ae6d6691595539cd6ec1

Observation a1b59c1c-9296-478d-b040-ea958f0acabb · inbound

Scientific Graphics Program Synthesis via Dual Self-Consistency Reinforcement Learning cites this paper.

Scientific Graphics Program Synthesis via Dual Self-Consistency Reinforcement Learning MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:30:53.442848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T19:45:40.915428Z digest=sha256:3e8f7267a3702e9f12d8a4fad4ce6a31f5903c1e5a049e4e746732d998348c8d

Observation 6d504318-332e-47ef-b723-b5c5ebe98013 · inbound

MIRROR: Learning from the Other View for Multi-Modal Reasoning cites this paper.

MIRROR: Learning from the Other View for Multi-Modal Reasoning MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-01T07:15:04.819402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T07:15:04.819402Z digest=sha256:7deeaf63c4c862cc365ce9d03cd867ace0ea822b9660c6e88761ff079ae1c415