Introduces AIMS.au, a 5,731-statement, sentence-level annotated dataset for detecting disclosures mandated by Australia's Modern Slavery Act, with benchmarks showing fine-tuned models outperform zero-shot LLMs.
Australian Government, Attorney-General’s Department, Modern Slavery Business Engagement Unit
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AIMS.au: A Dataset for the Analysis of Modern Slavery Countermeasures in Corporate Statements
Introduces AIMS.au, a 5,731-statement, sentence-level annotated dataset for detecting disclosures mandated by Australia's Modern Slavery Act, with benchmarks showing fine-tuned models outperform zero-shot LLMs.