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Layoutlm Invoices

Developed by aslessor
A multimodal LayoutLM model fine-tuned for invoice and other document QA tasks, supporting discontinuous text recognition
Downloads 16
Release Time : 12/30/2023

Model Overview

A model fine-tuned based on the LayoutLM architecture, specifically designed for handling QA tasks on invoices and other documents, capable of recognizing discontinuous text sequences

Model Features

Discontinuous Text Recognition
Capable of predicting long-distance discontinuous text sequences, solving the problem where traditional models can only extract continuous text fragments
Multimodal Processing
Combines text and layout information for document understanding
Domain-Specific Optimization
Specifically optimized for invoice processing tasks

Model Capabilities

Invoice Information Extraction
Document QA
Discontinuous Text Recognition
PDF Processing
Image Document Analysis

Use Cases

Financial Processing
Invoice Number Recognition
Extract invoice numbers from invoice images
Accurately identifies invoice numbers
Purchase Amount Extraction
Extract purchase amounts from contracts or invoices
Accurately identifies amount information
Document Management
Address Information Extraction
Accurately identify complete address information from multi-line text
Successfully predicts discontinuous text, accurately identifying two-line addresses
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