Paper Citation Record · LEDGER

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

As of 17 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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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.

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.

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.

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.

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 2026-08-17T06:30:58.91139+00:00.

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.