AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification
Paper • 2606.03031 • Published • 5
The Fin AI papers
Papers by The Fin AI. Each paper's data, models and demos are in its own collection on this org page.
-
-
Herculean: An Agentic Benchmark for Financial Intelligence
Paper • 2605.14355 • Published -
SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant Reasoning
Paper • 2604.19098 • Published -
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks
Paper • 2604.10015 • Published -
Can LLM Agents Be CFOs? A Benchmark for Resource Allocation in Dynamic Enterprise Environments
Paper • 2603.23638 • Published • 10 -
Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation
Paper • 2602.16990 • Published • 11 -
The CLEF-2026 FinMMEval Lab: Multilingual and Multimodal Evaluation of Financial AI Systems
Paper • 2602.10886 • Published -
Ebisu: Benchmarking Large Language Models in Japanese Finance
Paper • 2602.01479 • Published • 17 -
Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection
Paper • 2601.05403 • Published • 11 -
All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection
Paper • 2601.04160 • Published • 4 -
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models
Paper • 2601.03425 • Published • 17 -
FinCriticalED: A Visual Benchmark for Financial Fact-Level OCR Evaluation
Paper • 2511.14998 • Published -
When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents
Paper • 2510.11695 • Published • 4 -
FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs
Paper • 2510.08886 • Published • 20 -
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation
Paper • 2506.14028 • Published • 94 -
RKEFino1: A Regulation Knowledge-Enhanced Large Language Model
Paper • 2506.05700 • Published • 4 -
FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning
Paper • 2506.02515 • Published • 4 -
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs
Paper • 2505.24423 • Published • 1 -
FinTagging: An LLM-ready Benchmark for Extracting and Structuring Financial Information
Paper • 2505.20650 • Published • 17 -
FinAudio: A Benchmark for Audio Large Language Models in Financial Applications
Paper • 2503.20990 • Published • 19 -
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance
Paper • 2502.18772 • Published • 32 -
FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading
Paper • 2502.11433 • Published • 36 -
Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance
Paper • 2502.08127 • Published • 59 -
Retrieval-augmented Large Language Models for Financial Time Series Forecasting
Paper • 2502.05878 • Published • 39 -
Open FinLLM Leaderboard: Towards Financial AI Readiness
Paper • 2501.10963 • Published -
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Paper • 2412.18174 • Published • 2 -
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models
Paper • 2410.14059 • Published • 62 -
FMDLlama: Financial Misinformation Detection based on Large Language Models
Paper • 2409.16452 • Published -
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
Paper • 2408.11878 • Published • 64 -
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
Paper • 2407.06567 • Published • 1 -
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks
Paper • 2403.06249 • Published • 3 -
The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 24 -
Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English
Paper • 2402.07405 • Published -
Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models
Paper • 2310.01074 • Published • 2 -
Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models
Paper • 2310.00566 • Published • 1 -
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Paper • 2306.05443 • Published • 3