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FormNet: Beyond Sequential Modeling for Form-Based Document Understanding
April 20, 2022, 8:36 p.m. | Google AI (noreply@blogger.com)
Google AI Blog ai.googleblog.com
Form-based document understanding is a growing research topic because of its practical potential for automatically converting unstructured text data into structured information to gain insight about a document’s contents. Recent sequence modeling, which is a self-attention mechanism that directly models relationships between all words in a selection of text, has demonstrated state-of-the-art performance on natural language tasks. A natural approach to handle form document understanding …
acl computer vision document understanding modeling nlp understanding
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