AnalysisBank: An Expert Analysis Pattern Library for Financial Report Generation

arXiv:2609.00818 · cs.AI · Submitted 2026-09-01 · Read on arXiv

cs.AI

Submitted: 2026-09-01

Updated: 2026-09-01

Code: https://github.com/yajingyang/AnalysisBank

Terminology

• Benchmark — 21× in this paper · explained in 2 episodes
• Ablation — 11× in this paper · explained in 1 episode
• Embeddings — 10× in this paper · explained in 2 episodes
• Abstraction — 9× in this paper · explained in 1 episode
• Transferability — 8× in this paper · explained in 4 episodes
• Commentary — 7× in this paper · explained in 2 episodes
• Actionability — 6× in this paper · explained in 3 episodes
• Cosine Similarity — 6× in this paper · explained in 3 episodes
• RAG — 6× in this paper · explained in 3 episodes
• Adaptation — 5× in this paper · explained in 1 episode
• Clustering — 5× in this paper · explained in 2 episodes
• Grounding — 5× in this paper · explained in 3 episodes
• LLM judge — 5× in this paper · explained in 2 episodes
• Agent Workflow Memory — 4× in this paper
• Annotator Agreement — 4× in this paper · explained in 1 episode
• Buffer of Thoughts — 4× in this paper
• Distillation — 4× in this paper · explained in 2 episodes
• Trace — 3× in this paper · explained in 2 episodes
• Transformer — 3× in this paper · explained in 2 episodes
• alpha — 3× in this paper · explained in 1 episode
• Ablation study — 2× in this paper · explained in 1 episode
• Consistency — 2× in this paper · explained in 3 episodes
• Fine-Tuning — 2× in this paper · explained in 5 episodes
• Agentic Framework — 1× in this paper · explained in 6 episodes
• Core — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Multi-Agent Framework — 1× in this paper · explained in 3 episodes
• Pairwise Comparisons — 1× in this paper · explained in 2 episodes
• Provenance — 1× in this paper · explained in 4 episodes
• Structural Constraints — 1× in this paper · explained in 2 episodes

Sources

• FinanceBench: A New Benchmark for Financial Question Answering
• When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs
• MaRGen: Multi-Agent LLM Approach for Self-Directed Market Research and Analysis
• RAG-IT: Retrieval-Augmented Instruction Tuning for Automated Financial Analysis -- A Case Study for the Semiconductor Sector
• Analogy-Driven Financial Chain-of-Thought (AD-FCoT): A Prompting Approach for Financial Sentiment Analysis
• BloombergGPT: A Large Language Model for Finance
• FinGPT: Open-Source Financial Large Language Models

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