A Conceptual Framework for Subdomain Specific Pre-Training of Large Language Models for Green Claim Detection
Wayne Moodaley,
Arnesh Telukdarie
Abstract:Detection of false or misleading green claims (referred to as “greenwashing”) within company sustainability disclosures is challenging for a number of reasons, which include the textual and qualitative nature, volume, and complexity of such disclosures. In recent years, notable progress made in the fields of artificial intelligence and specifically, large language models (LLMs), has showcased the capacity of these tools to effectively analyse extensive and intricate textual data, including the contents of sust… Show more
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