Azure AI Document Intelligence is a service that you can use to extract insights from your documents, forms, and images. This architecture uses AI Document Intelligence to analyze the document files and extract the embedded documents …

Jul 9, 2023 · In this article, we will explore the concept of zero-shot learning for document classification, discuss its benefits, and provide code examples for implementation. Additionally, we will present...

Jun 27, 2021 · To leverage multimodal information for document classification to improve the model performance, this paper presents a novel multimodal deep learning architecture, TechDoc, which utilizes three types of information, including natural language texts and descriptive images within documents and the associations among the documents.

Mar 10, 2025 · Document classification uses AI and machine learning to sort documents into categories. This process helps organizations manage large volumes of information efficiently. Let’s explore the key concepts behind this technology. Document classification groups texts based on their content.

Mar 8, 2022 · To leverage multimodal information for document classification to improve the model performance, this paper presents a novel multimodal deep learning architecture, TechDoc, which utilizes...

With the help of the model we can sort most of the architecture document in large scale. With the help of Layout model and new strategies to interact with various layout in any format in a single model framework.

Sep 1, 2019 · This paper presents a semantically rich document representation model for automatically classifying financial documents into predefined categories utilizing deep learning. The model architecture consists of two main modules including document representation and document classification.

Dec 7, 2022 · We’ve designed an architecture that allows us to scale our long document classification to longer documents without needing to adjust input size for large variance between different input documents.

Nov 8, 2022 · Automatic document categorization divides and organizes text based on a set of specified categories, allowing for quick and easy retrieval of data during the search phase.

Aug 4, 2020 · Using the Topic Model to Categorize Documents. Once we have our LDA model trained, we can use it to categorize our set of training documents (and future documents that might come in) into...