Recognition Is Not Grounding: Benchmarking Multilingual Financial Evidence Extraction Paper • 2610.19432 • Published 15 days ago • 6
Judges Follow the Reference: The Derivation Gap in Verifying Tool-Call Arguments Paper • 2610.18497 • Published 16 days ago • 5
Recognition Is Not Grounding: Benchmarking Multilingual Financial Evidence Extraction Paper • 2610.19432 • Published 15 days ago • 6
Factorized Hypothesis Search for Evidence-to-Taxonomy Retrieval Paper • 2608.06614 • Published Aug 6 • 7
Factorized Hypothesis Search for Evidence-to-Taxonomy Retrieval Paper • 2608.06614 • Published Aug 6 • 7
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 • 4
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
AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification Paper • 2606.03031 • Published Jun 2 • 6
AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification Paper • 2606.03031 • Published Jun 2 • 6
Appear2Meaning: A Cross-Cultural Benchmark for Structured Cultural Metadata Inference from Images Paper • 2604.07338 • Published Apr 8 • 4
Appear2Meaning: A Cross-Cultural Benchmark for Structured Cultural Metadata Inference from Images Paper • 2604.07338 • Published Apr 8 • 4
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation Paper • 2506.14028 • Published Jun 16, 2025 • 94
All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection Paper • 2601.04160 • Published Jan 7 • 4
Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection Paper • 2601.05403 • Published Jan 8 • 11
The FinBen: An Holistic Financial Benchmark for Large Language Models Paper • 2402.12659 • Published Feb 20, 2024 • 24