Advances in Large Language Models (LLMs) have inspired a surge of resear...
Reducing the representational discrepancy between source and target doma...
A number of recent self-supervised learning methods have shown impressiv...
Recent end-to-end scene text spotters have achieved great improvement in...
Semi-structured query systems for document-oriented databases have many ...
Understanding document images (e.g., invoices) has been an important res...
In general, an experimental environment for deep learning assumes that t...
Domain generalization aims to learn a generalizable model to unseen targ...
Deep learning approaches to semantic parsing require a large amount of
l...
Information Extraction (IE) for document images is often approached as a...
WikiSQL is the task of mapping a natural language question to a SQL quer...