Natural Language Generation (NLG) for Automated Report Generation
DOI:
https://doi.org/10.47941/jts.1497Abstract
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.
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Copyright (c) 2023 Deepak Nanuru Yagamurthy, Rajesh Azmeera, Rhea Khanna
This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution (CC-BY) 4.0 License that allows others to share the work with an acknowledgment of the work’s authorship and initial publication in this journal.