Meta-benchmark framework maps 452 LLM tests to financial-services work tasks

Stanford releases open SEC filings dataset for LLM pretraining

HQ arXiv: AI + Accounting arXiv · 17d ago · 1 min read

Stanford researchers publish SEFD, an open-source dataset reconstructing SEC EDGAR filings into layout-faithful MultiMarkdown to address scarcity of high-quality long-context training data for fina...

Researchers propose neuro-symbolic verification to catch LLM hallucinations i...

arXiv: AI + Accounting arXiv · 1mo ago · 1 min read

Academic paper presents hybrid formal logic + neural method to verify LLM outputs in high-stakes domains like accounting, addressing hallucinations and consistency risks.

Study reveals measurement bias in LLM financial disclosure benchmarks

HQ arXiv: AI + Accounting arXiv · 2mo ago · 1 min read

Academic research exposes how rubric wording and metric choice skew NLP benchmarks used to evaluate LLMs on earnings calls and financial disclosures, risking poor model selection for financial repo...

IndiaFinBench introduces first LLM benchmark for Indian financial regulatory ...

HQ arXiv: AI + Accounting arXiv · 2mo ago · 1 min read

Researchers release IndiaFinBench, a 406-question evaluation dataset for testing LLM performance on Indian financial regulatory compliance and filings—addressing gap in non-Western financial NLP be...

AI-Generated Argument Graphs Enable Audit-Ready Compliance Documentation

HQ arXiv: AI + Accounting arXiv · 3mo ago · 1 min read

Researcher proposes using generative AI to automatically construct formal, evidence-linked argument graphs for regulatory compliance and certification audits, addressing traceability and accountabi...