FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs Paper • 2510.08886 • Published Oct 10, 2025 • 19
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent Paper • 2412.18174 • Published Dec 24, 2024
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation Paper • 2506.14028 • Published Jun 16, 2025 • 93
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent Paper • 2412.18174 • Published Dec 24, 2024
Retrieval-augmented Large Language Models for Financial Time Series Forecasting Paper • 2502.05878 • Published Feb 9, 2025 • 40
Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance Paper • 2502.08127 • Published Feb 12, 2025 • 58
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance Paper • 2502.18772 • Published Feb 26, 2025 • 32
FinTagging: An LLM-ready Benchmark for Extracting and Structuring Financial Information Paper • 2505.20650 • Published May 27, 2025 • 17
FinTagging: An LLM-ready Benchmark for Extracting and Structuring Financial Information Paper • 2505.20650 • Published May 27, 2025 • 17
Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance Paper • 2502.08127 • Published Feb 12, 2025 • 58
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance Paper • 2502.18772 • Published Feb 26, 2025 • 32
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 • 63
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
FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading Paper • 2502.11433 • Published Feb 17, 2025 • 36
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model Paper • 2403.06765 • Published Mar 11, 2024
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis Paper • 2401.08508 • Published Jan 16, 2024 • 1
The FinBen: An Holistic Financial Benchmark for Large Language Models Paper • 2402.12659 • Published Feb 20, 2024 • 23