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Scope3Trace: Evidence-Based Identification and Extraction of Scope 3 GHG Emissions from Sustainability Reports

arXiv cs.CL ↗ · 2026-07-21 Cached

Scope3Trace proposes an evidence-grounded information extraction framework that leverages large language models to identify and extract Scope 3 greenhouse gas emissions from sustainability reports, contributing a dual-level multimodal dataset and achieving high extraction accuracy.

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