New framework Scope3Trace extracts Scope 3 emissions data from reports

Researchers have developed Scope3Trace, a new framework for extracting Scope 3 greenhouse gas emissions data from sustainability reports. This system uses a pipeline that includes PDF collection, optical character recognition, and LLM-assisted extraction to identify and verify emissions disclosures. The framework aims to improve the reliability and transparency of this data, which is crucial for understanding corporate carbon footprints. AI

IMPACT Enhances the ability to analyze corporate sustainability data, potentially improving ESG reporting and climate impact assessments.

RANK_REASON The item describes a new research paper detailing a novel framework for data extraction. [lever_c_demoted from research: ic=1 ai=0.7]

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• arXivLabs
• Environmental Social And Governance
• greenhouse gas
• Hugging Face
• optical character recognition
• PDF
• Scope3Trace

• paper
• other

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