A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
Allen Huang, Hui Wang, Yi Yang
FinBERT adapts BERT to finance, substantially outperforming dictionary and ML methods in sentiment classification and ESG identification, and reveals underestimation of earnings call informativeness.
Yijia Xiao, Rujun Han, Yanfei Chen, et al.
FinanceHarness is an autonomous financial deep research framework with a layered harness and a verifiable point-in-time benchmark, improving rubric scores from 25.3% to 32.4%.
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GraphRAG enhances LLM-driven RAG for finance by using graph-based retrieval to reduce hallucinations and improve contextual coherence.
Michael Dowling, Brian M. Lucey
ChatGPT can assist finance research by generating ideas and identifying data, but is weaker on literature synthesis and testing frameworks, with output quality depending on private data and domain expertise.
Xianfu Cheng, Shiwei Zhang, Jiyu Zhao, et al.
FinanceComplexQA is a benchmark with 2,026 deep research tasks on 1,009 financial documents for evaluating agentic reasoning in complex financial QA.