conftrace_

multimodal mathematical reasoning

3 papers

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Also known as

MMR

Co-occurring keywords · papers mentioning both

image-to-code model (1) verifiable reasoning (1) statistical chart (1) structured perception (1) visual math (1) math word problem (1) explicit alignment (1) instruction fine-tuning (1) vision-language model (1) cross-modal alignment (1)

Papers

A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning ACL 2026 MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning ACL 2025 StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts EMNLP 2025