@article{pharosesgaframeworkformultimodalparsingc, title = {Pharos-ESG: A Framework for Multimodal Parsing, Contextual Narration, and Hierarchical Labeling of ESG Report}, author = {Yan Chen and Yu Zou and Jialei Zeng and Haoran You and Xiaorui Zhou and Aixi Zhong}, year = {2025}, eprint = {2511.16417}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.16417}, }