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Answer: Combine the use of prebuilt models and custom models to leverage their strengths in handling different document types.
To ensure the best performance and accuracy when extracting data from a variety of document types, it is recommended to combine the use of prebuilt models and custom models. Prebuilt models can handle common document types and layouts, while custom models can be trained to handle specific types or complex layouts that the prebuilt models may struggle with. Option A is incorrect because relying solely on prebuilt models may not cover all the required document types. Option B is incorrect because creating a custom model for only the most common types may not address the needs for other types. Option D is incorrect because using OCR to convert all documents to a standard format may result in data loss or formatting issues that can impact the accuracy of the data extraction.
Author: LeetQuiz Editorial Team
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You have been asked to create a document intelligence solution that can extract data from a variety of document types, including invoices, contracts, and emails. What approach should you take to ensure the best performance and accuracy across these different document types?
A
Use only prebuilt models and rely on their ability to handle different document types.
B
Create a custom document intelligence model specifically trained on the most common document types.
C
Combine the use of prebuilt models and custom models to leverage their strengths in handling different document types.
D
Use optical character recognition (OCR) to convert all documents to a standard format before processing them with a prebuilt model.