Discourse vs emissions: Analysis of corporate narratives, symbolic practices, and mimicry through LLMs

Bertrand Kian Hassani, Yacoub Bahini, Rizwan Mushtaq

Climate change has increased demands for transparent and comparable corporate climate disclosures, yet imitation and symbolic reporting often undermine their value. This paper deve…