support from financial institutions, thereby diminishing the usefulness of such reports. Effectively detecting fraud in the … annual report of a company is thus of priority concern during an audit. Therefore, this work develops a novel fraud detection … method for narrative annual reports to effectively detect fraud in the narrative annual report of a company in order to …