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AIMS.au Dataset

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posted on 2025-03-30, 05:08 authored by Adriana-Eufrosina BoraAdriana-Eufrosina Bora, Pierre-Luc St-CharlesPierre-Luc St-Charles, Mirko Bronzi, Arsene Fansi Tchango, Bruno Rousseau, Kerrie Mengersen

This project includes the dataset in DeepLake format, along with the metadata and annotation specifications associated with its publication AIMS.au: A Dataset for the Analysis of Modern Slavery Countermeasures in Corporate Statements. The dataset comprises 5,731 modern slavery statements sourced from the Australian Modern Slavery Register, annotated sentence by sentence by human annotators and domain experts. It was developed to aid in the evaluation and refinement of LLMs for analyzing corporate statements regarding modern slavery.

More information can be found on the projects' GitHub page or official website.

Funding

Part of this research was supported by the National Action Plan to Combat Modern Slavery 2020-25 Grants Program, administered by the Attorney-General’s Department of Australia.

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    Keywords

    natural language processingmodern slaverycorporate statementsbenchmarktext extractionlarge language modelsbusiness and human rights

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    CC BY 4.0

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