Cost-effective End-to-end Information Extraction for Semi-structured Document Images
Wonseok Hwang, Hyunji Lee, Jinyeong Yim, Geewook Kim, Minjoon Seo
2021Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing18 citationsDOIOpen Access PDF
Abstract
A real-world information extraction (IE) system for semi-structured document images often involves a long pipeline of multiple modules, whose complexity dramatically increases its development and maintenance cost.
Topics & Concepts
End-to-end principleComputer sciencePipeline (software)Task (project management)End userProcess (computing)Information extractionData miningReal-time computingArtificial intelligenceSystems engineeringEngineeringOperating systemTopic ModelingHandwritten Text Recognition TechniquesNatural Language Processing Techniques