Natural Language Generation (NLG) for Automated Report Generation
Deepak Nanuru Yagamurthy, Rajesh Azmeera, Rhea Khanna · Journal of Technology and Systems · 2023
Automated report generation plays a vital role in numerous industries, enabling efficient and accurate communication of complex data. Natural Language Generation (NLG) is a powerful technique that leverages artificial intelligence (AI) to transform structured data into human-readable narratives. This white paper provides an overview of NLG and its applications in automated report generation. We explore the benefits, challenges, and best practices associated with NLG-based report generation, along with real-world examples. Furthermore, we discuss the current state of the technology, future prospects, and potential ethical considerations.