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JustaJustin/FinHopper

FinHopper A Progressive Multi-Hop Benchmark for Complex Financial Agents with Step-wise Evaluation 📄 Paper (arXiv:2610.26036) · 💻 Code & evaluation · Accepted to EMNLP 2026 Why this benchmark Financial agents are expected to answer factual investment queries through open search, but financial multi-hop retrieval differs from general multi-hop QA in a crucial way: each intermediate answer is an exact typed constraint — an entity, a date, an event, or a numerical… See the full description on the dataset page: https://huggingface.co/datasets/JustaJustin/FinHopper.

Author / organizationJustaJustin
License (as declared)cc-by-4.0
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Created20 October 2026
Last updated at source20 October 2026
financialfinancial-agentsmulti-hop-qamulti-hop-retrievalbenchmarkllm-agentsllm-as-a-judgeprocess-evaluation
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  • 20 Oct 2026 License: none → cc-by-4.0
  • 20 Oct 2026 Topics added task_categories:question-answering, task_categories:text-generation, financial, financial-agents, multi-hop-qa, multi-hop-retrieval, benchmark, llm-agents, llm-as-a-judge, process-evaluation
  • 20 Oct 2026 Description: none → FinHopper A Progressive Multi-Hop Benchmark for Complex Financial Agents with Step-wise Evaluation 📄 Paper (arXiv:2610.26036) · 💻 Code & evaluation · Accepted to EMNLP 2026 Why this benchmark Financial agents are expected to answer factua

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