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The Document Extraction service takes a file that contains one or more individual document, and attempts to find the map (from a specified list of maps) that produces output. The Document Extraction service reads through this specified list from left to right until it finds a map that produces output.
Key Information Extraction (KIE) is aimed at extracting structured information (e.g. key-value pairs) from form-style documents (e.g. invoices), which makes an important step towards intelligent document understanding.
Key-value pairs for different documents in different industries. Invoices. Survey Forms. Government Documents. Limitations of manual key-value pair extraction. Difficult to manage high volumes of documents. Lack of accuracy. ... Automated data extraction technology for key-value pairs. Named-Entity Recognition. Object Detection.
Data extraction is the process of pulling information from physical documents, PDFs, customer profiles, social and media blogs, etc., and is an easy way to perform competitive analysis. Even today, a large number of companies perform manual data processing which is both time-consuming and error-prone.
Key information extraction involves recognizing and extracting text from scanned receipts, enabling retrieval of essential content, and organizing it into structured documents.
Extracting Data From Forms Create a blank process. the required activities packages. Create a taxonomy. Digitize the document. Extract the data using the Intelligent Form Extractor. Validate the results using Validation Station. Export Extraction Results.