FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks Paper • 2604.10015 • Published Apr 15
When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents Paper • 2510.11695 • Published Oct 13, 2025 • 3
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making Paper • 2407.06567 • Published Jul 9, 2024 • 1
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation Paper • 2506.14028 • Published Jun 16, 2025 • 94
Can AI Validate Science? Benchmarking LLMs for Accurate Scientific Claim $\rightarrow$ Evidence Reasoning Paper • 2506.08235 • Published Jun 9, 2025
Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection Paper • 2601.05403 • Published Jan 8 • 11
EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning Paper • 2509.22576 • Published Sep 26, 2025 • 137
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation Paper • 2506.14028 • Published Jun 16, 2025 • 94
FinAudio: A Benchmark for Audio Large Language Models in Financial Applications Paper • 2503.20990 • Published Mar 26, 2025 • 19
FinAudio: A Benchmark for Audio Large Language Models in Financial Applications Paper • 2503.20990 • Published Mar 26, 2025 • 19
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications Paper • 2408.11878 • Published Aug 20, 2024 • 64
CatMemo at the FinLLM Challenge Task: Fine-Tuning Large Language Models using Data Fusion in Financial Applications Paper • 2407.01953 • Published Jul 2, 2024 • 1
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent Paper • 2412.18174 • Published Dec 24, 2024 • 2
FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading Paper • 2502.11433 • Published Feb 17, 2025 • 36