FINCOSMOS: An Open-World Evaluation Paradigm for Agents in Finance Paper • 2611.07464 • Published 11 days ago • 27
LLMs Don't Know What They Know: Benchmarking Temporal Self-Knowledge for Financial Backtesting Paper • 2611.06808 • Published 12 days ago • 37
Recognition Is Not Grounding: Benchmarking Multilingual Financial Evidence Extraction Paper • 2610.19432 • Published Oct 14 • 7
Judges Follow the Reference: The Derivation Gap in Verifying Tool-Call Arguments Paper • 2610.18497 • Published Oct 13 • 5
Recognition Is Not Grounding: Benchmarking Multilingual Financial Evidence Extraction Paper • 2610.19432 • Published Oct 14 • 7
Factorized Hypothesis Search for Evidence-to-Taxonomy Retrieval Paper • 2608.06614 • Published Aug 6 • 5
Factorized Hypothesis Search for Evidence-to-Taxonomy Retrieval Paper • 2608.06614 • Published Aug 6 • 5
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
Can LLM Agents Be CFOs? A Benchmark for Resource Allocation in Dynamic Enterprise Environments Paper • 2603.23638 • Published Mar 24 • 11
Can LLM Agents Be CFOs? A Benchmark for Resource Allocation in Dynamic Enterprise Environments Paper • 2603.23638 • Published Mar 24 • 11
Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation Paper • 2602.16990 • Published Feb 19 • 11
Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation Paper • 2602.16990 • Published Feb 19 • 11
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models Paper • 2601.03425 • Published Jan 6 • 18
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models Paper • 2601.03425 • Published Jan 6 • 18
FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs Paper • 2510.08886 • Published Oct 10, 2025 • 20
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation Paper • 2506.14028 • Published Jun 16, 2025 • 93
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