This research introduces AIMS.au, a new dataset and framework for analyzing corporate modern slavery statements using Large Language Models.

• Created a specialized dataset of 120 Australian corporate statements with expert annotations
• Developed a framework to identify concrete countermeasures vs. vague claims
• Achieved 90%+ accuracy in detecting high-quality statements using fine-tuned LLMs
• Enables automated screening of thousands of corporate statements annually

For legal professionals, this represents a breakthrough in enforcing modern slavery legislation, allowing efficient identification of companies taking genuine action versus those making empty promises.

AIMS.au: A Dataset for the Analysis of Modern Slavery Countermeasures in Corporate Statements