Yan Chen

Pharos-ESG: A Framework for Multimodal Parsing, Contextual Narration, and Hierarchical Labeling of ESG Report

The proposed Pharos-ESG is a unified framework that transforms ESG reports into structured representations through multimodal parsing, contextual narration, and hierarchical labeling, and enriches its outputs with ESG, GRI, and sentiment labels, yielding annotations aligned with the analytical demands of financial rese...