Document AI: A Comparative Study of Transformer-Based, Graph-Based Models, and Convolutional Neural Networks For Document Layout Analysis.
Sotirios KastanasShaomu TanYi HePublished in: CoRR (2023)
Keyphrases
- convolutional neural networks
- document collections
- information retrieval systems
- document retrieval
- document images
- keywords
- text documents
- retrieval systems
- information retrieval
- fault diagnosis
- convolutional network
- document analysis
- document classification
- document clustering
- statistical models
- semantic information
- web documents
- computational intelligence
- artificial intelligence
- intelligent systems
- case based reasoning
- computational models
- knowledge representation
- document representation
- multiresolution
- metadata