Oculi converts natural language to automated credit risk analysis for financi...

Reinforcement Learning with Task Expertise Improves Text-to-SQL Performance

HN: Accounting & AI HN · 5d ago · 1 min read

Research shows combining reinforcement learning with domain expertise improves text-to-SQL accuracy, with potential applications for automating SQL-based financial data extraction in accounting sys...

Semi-Structured Regression Model Balances Credit Risk Prediction With Audit T...

HQ arXiv: AI + Accounting arXiv · 8d ago · 1 min read

Researchers introduce findr, a machine learning framework that combines predictive accuracy with interpretable credit risk decisions and fairness constraints for regulatory compliance.

Multi-agent AI system beats RAG for tax-loss harvesting recommendations

HQ arXiv: AI + Accounting arXiv · 8d ago · 1 min read

Researchers compare deterministic capital gains engines vs. RAG-augmented systems in multi-agent financial advisory, finding structured computation outperforms retrieval for personalized tax optimi...

FinixDoc agentic system tackles financial document parsing with specialized v...

HQ arXiv: AI + Accounting arXiv · 9d ago · 1 min read

Researchers introduce FinixDoc, an end-to-end agentic parsing system with a 4B vision-language model, to address gaps between benchmark and real-world financial document parsing accuracy and struct...

Multi-Agent Framework Reduces Hallucinations in Financial Question Answering

HQ arXiv: AI + Accounting arXiv · 19d ago · 1 min read

CLAIR-Fin, a nine-agent framework, verifies financial claims at the atomic level using a typed ledger and cross-modal debate to prevent hallucinations in retrieval-augmented financial QA systems.