ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection (2026 · 23 citations)
Existing math benchmarks for multimodal large language models (MLLMs) mostly check whether a model can solve a problem.
ARM2: Adaptive Reasoning Model with Vision Understanding and Executable Code (2026)
Reasoning models trained with reinforcement learning tend to "over-think": they produce long chains of thought even for trivial questions, which wastes tokens and can lower accuracy.

All works

4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

LLM Agents for Education: Advances and Applications ↗Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yetZhendong Chu et al.2025 · 110 citations
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error DetectionFindings of the Association for Computational LinguisticsYibo Yan, Shen Wang, Jiahao Huo, et al.2026 · 23 citations
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetYibo Yan et al.2026 · 23 citations
ARM2: Adaptive Reasoning Model with Vision Understanding and Executable CodeFindings of the Association for Computational LinguisticsJian Xie, Zhendong Chu, Aoxiao Zhong, et al.2026

Co-authors here

12 co-authors with a page, the most papers together first.

Where their works here were published, the most works first, with the editions of those that have a page.

Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
Findings of the Association for Computational Linguistics: ACL 2026
Findings of the Association for Computational Linguistics: EMNLP 2025

Papers of our library cite their works 72 times (of the 149,439 papers whose bibliographies we read); 20 citing papers with a page here →.

Updated 2 November 2026