European Financial Regulatory Q&A Dataset

Infiniaai's EU Financial Regulatory QA Dataset is a question-answering collection derived from public documents published by Irish and European financial authorities. It addresses response formatting inconsistency for language model fine-tuning. The dataset was last updated in November 2025.

Use Cases

• Fine-tune language models to answer questions based on content from Central Bank of Ireland regulatory documents.
• Train models to extract and format responses from ESMA policy letters and annual reports.
• Benchmark model performance on question-answering tasks specific to European financial regulations.
• Develop systems for automated compliance checking by analyzing questions and answers derived from policy texts.

Strengths

• Derived from authoritative sources including the Central Bank of Ireland and ESMA.
• Specifically designed to address the challenge of response formatting inconsistency in language models.

Limitations

• The exact number of question-answer pairs, document count, and temporal coverage of source materials are unknown.
• Potential geographic bias towards Irish and European Union financial regulations.

Provenance

Source

Central Bank of Ireland and European Securities and Markets Authority (ESMA) documents.

Collection Method

Derived from public regulatory and policy documents.

Time Range

null

Freshness

Last updated November 2025.

Geography

Ireland and European Union.