Latest Articles for Document Analysis

A new method to improve recognition in complex documents.

Improving how models handle evidence in long documents builds user trust.

DANIEL integrates multiple techniques for efficient extraction from handwritten documents.

DocBench benchmarks LLM-based systems for reading and responding to various document formats.

A new method for generating realistic handwritten text across languages.

A new dataset for analyzing identity documents to aid online services.

A new framework enhances evaluation of RAG systems in specialized domains.

AI and experts work together to improve dating accuracy of Greek papyri.

A new system improves data extraction from unstructured documents using relational knowledge.

A novel method to create high-quality synthetic table images for better recognition tools.

SynthDoc creates synthetic documents for machine learning in document reading.

A new framework improves answer accuracy in AI models by focusing on evidence.

New framework improves automatic data extraction from various chart types.

A new method improves parsing of complex historical documents.

A new dataset enhances summarization of scientific articles into survey sections.

A new method improves author identification in historical documents using Vision Transformers.

KnoWoGen offers a novel system for creating datasets in knowledge work, addressing key limitations.

A new framework enhancing the understanding of images and text together.

A framework merging extractive and abstractive methods for better Vietnamese document summaries.

This study enhances key information extraction using a new model for unstructured documents.

Researchers assess various models for searching in Czech, highlighting strengths and weaknesses.

A fresh method for aligning documents across languages using a new benchmark.

A new tool that answers questions from documents accurately and transparently.

Explore how new benchmarks are transforming document interpretation by AI models.

A new system revolutionizes how computers read handwritten documents.