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[Paper] FinTradeBench: A Financial Reasoning Benchmark for LLMs

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Summary

A new benchmark called FinTradeBench has been introduced to evaluate Large Language Models (LLMs) on complex financial reasoning tasks. Unlike existing benchmarks that focus mainly on balance sheet data, FinTradeBench incorporates heterogeneous signals like company fundamentals and trading signals, reflecting real-world financial decision-making challenges. This aims to provide a more comprehensive and realistic assessment of LLMs' capabilities for financial analysis.

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