作者位次 #4/4ACL 2026Poster· Natural Language Processing
Achieving Multi-Hop Calculation and Safe Abstention in Financial Numerical Reasoning by Metric Graph Constrained LLM s
Aoyuan Jiang · liang hong · Haoxuan Liu · Rui Wang
摘要
Financial numerical reasoning demands rigorous adherence to domain-specific logic and precise evidence foundation. However, large language models (LLMs) are prone to forced generation when confronting ambiguous evidence or complex recursive dependencies, often hallucinating values to bridge infor...