https://sven-li-sankyuu.github.io/tags/code-generation/Code GenerationHugo Blox Builder (https://hugoblox.com)en-usMon, 19 May 2025 00:00:00 +0000https://sven-li-sankyuu.github.io/media/icon_hu15255132113151062080.pnghttps://sven-li-sankyuu.github.io/tags/code-generation/https://sven-li-sankyuu.github.io/publication/compliance-to-code/Mon, 19 May 2025 00:00:00 +0000https://sven-li-sankyuu.github.io/publication/compliance-to-code/<h2 id="abstract">Abstract</h2> <p>This paper presents Compliance-to-Code, a large-scale Chinese dataset for financial regulatory compliance, containing 1,159 annotated clauses from 361 regulations across ten categories. Each clause is structured with four logical elements: subject, condition, constraint, and contextual information. The dataset includes deterministic Python code mappings and detailed reasoning to facilitate automated compliance checking.</p> <h2 id="dataset-overview">Dataset Overview</h2> <ul> <li><strong>Scale</strong>: 1,159 annotated regulatory clauses</li> <li><strong>Coverage</strong>: 361 regulations across ten financial categories</li> <li><strong>Structure</strong>: Modular compliance units with logical elements</li> <li><strong>Code Mappings</strong>: Python implementations for automated checking</li> </ul> <h2 id="fincheck-pipeline">FinCheck Pipeline</h2> <p>The paper introduces FinCheck, a pipeline system for automated compliance checking that processes natural language regulations and generates executable compliance code.</p>