Enhancing esg impact type identification through early fusion and multilingual models

H Veeramani, S Thapa, U Naseem - arXiv preprint arXiv:2402.10772, 2024 - arxiv.org
In the evolving landscape of Environmental, Social, and Corporate Governance (ESG)
impact assessment, the ML-ESG-2 shared task proposes identifying ESG impact types. To …

[PDF][PDF] Textual evidence extraction for ESG scores

N Kannan, Y Seki - Proceedings of the Fifth Workshop on …, 2023 - aclanthology.org
With the growing importance of environmental, social, and governance (ESG) information,
ESG scores, which have been rated and published by various institutions, are used for …

Evaluating Embedding Models for Retrieving ESG Information from Annual Business Reports

F Winkel, M Geierhos, J Fink - 2024 - aisel.aisnet.org
Abstract Interest in Environmental Social Governance (ESG) and Sustainable Development
Goals (SDG) has become paramount. Companies embed their ESG achievements, plans …