Ciprian Doru Giurcăneanu

CLER: Improving Multimodal Financial Reasoning by Cross-MLLM Error Reflection

Recent advances in Multimodal Large Language Models (MLLMs) have enabled joint reasoning over financial textual and visual inputs. However, they still struggle with financial terminology, logical consistency, and numerical computations. Moreover, while commercial large models perform well on reasoni