Non-financial metrics and unstructured reporting narratives are increasingly being used by investors and the companies in which they invest to increase transparency and meet ESG investing mandates and company commitments.
NER is just one technique that can be used, but in an operational environment, several learning models and algorithms will likely be combined to create a data pipeline to improve the accuracy of ESG identification and classification.
