ReportParse: A Unified NLP Tool for Extracting Document Structure and Semantics of Corporate Sustainability Reporting
ReportParse: A Unified NLP Tool for Extracting Document Structure and Semantics of Corporate Sustainability Reporting
Gaku Morio, Soh Young In, Jungah Yoon, Harri Rowlands, Christopher Manning
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence
Demo Track. Pages 8749-8753.
https://doi.org/10.24963/ijcai.2024/1024
We introduce ReportParse, a Python-based tool designed to parse corporate sustainability reports.
It combines document structure analysis with natural language processing (NLP) models to extract sustainability-related information from the reports.
We also provide easy-to-use web and command interfaces.
The tool is expected to aid researchers and analysts in evaluating corporate commitment to and management of sustainability efforts.
Keywords:
Natural Language Processing: NLP: Tools
Multidisciplinary Topics and Applications: MDA: Finance
Multidisciplinary Topics and Applications: MDA: Social sciences
Natural Language Processing: NLP: Applications