ESG Sentiment Analysis: comparing human and language model performance including GPT

arXiv:2402.16650v1 Announce Type: new
Abstract: In this paper we explore the challenges of measuring sentiment in relation to Environmental, Social and Governance (ESG) social media. ESG has grown in importance in recent years with a surge in interest from the financial sector and the performance of many businesses has become based in part on their ESG related reputations. The use of sentiment analysis to measure ESG related reputation has developed and with it interest in the use of machines to …

abstract analysis arxiv businesses challenges cs.ce cs.cl cs.cy environmental esg explore financial financial sector governance gpt human importance language language model measuring media paper performance sector sentiment sentiment analysis social social media type