manuelcaccone/actuarial-gpt-conversations

ActuarialGPT对话数据集是一个精心策划的数据集，包含精算科学和保险分析领域的专家级对话。该数据集旨在弥合通用语言模型与保险风险建模等专业数学领域之间的差距。每个对话都代表一个完整的问题解决过程，涵盖复杂的精算概念，如生存概率计算、索赔严重性建模、养老金估值和高级风险分解技术。响应不仅包括理论解释，还包含生产就绪的R代码、详细的数学推导和实际实施指南，反映了真实的精算实践。该数据集适用于研究人员和实践者，用于微调语言模型、开发精算专业人员的领域特定AI助手，或在技术领域进行专业自然语言理解研究。

ActuarialGPT Conversations is a meticulously curated dataset containing expert-level conversations in actuarial science and insurance analytics. This dataset bridges the gap between general-purpose language models and the specialized, mathematically rigorous domain of insurance risk modeling. Each conversation in this dataset represents a complete problem-solving dialogue, featuring complex actuarial concepts such as survival probability calculations, claim severity modeling, pension valuations, and sophisticated risk decomposition techniques. The responses are not mere theoretical explanations—they include production-ready R code, detailed mathematical derivations, and practical implementation guidance that reflects real-world actuarial practice. This dataset is ideal for researchers and practitioners seeking to fine-tune language models for the insurance industry, develop domain-specific AI assistants for actuarial professionals, or advance research in specialized natural language understanding for technical fields.