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financial reasoning

12 papers

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Co-occurring keywords · papers mentioning both

large language model (5) benchmark evaluation (4) multimodal large language model (3) program of thought (2) multi-step reasoning (2) numerical reasoning (2) question answering (2) hallucination penalty (1) large reasoning model (1) financial numerical reasoning (1)

Papers

CLER: Improving Multimodal Financial Reasoning by Cross-MLLM Error Reflection AAAI 2026 FinCall-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction ACL 2026 FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning ACL 2026 FinMMDocR: Benchmarking Financial Multimodal Reasoning with Scenario Awareness, Document Understanding, and Multi-Step Computation AAAI 2026 MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application ACL 2026 PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning ACL 2026 FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging ACL 2025 FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation ACL 2025 Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025 Synthetic Data Generation Using Large Language Models for Financial Question Answering COLING 2025 XFinBench: Benchmarking LLMs in Complex Financial Problem Solving and Reasoning ACL 2025 DocFinQA: A Long-Context Financial Reasoning Dataset ACL 2024