2 papers
cs.IR2023
End-to-End Document Classification and Key Information Extraction using Assignment Optimization
Ciaran Cooney, Joana Cavadas, Liam Madigan +3
We propose end-to-end document classification and key information extraction (KIE) for automating document processing in forms. Through accurate document classification we harness…
cs.CL2022
Unimodal and Multimodal Representation Training for Relation Extraction
Ciaran Cooney, Rachel Heyburn, Liam Madigan +3
Multimodal integration of text, layout and visual information has achieved SOTA results in visually rich document understanding (VrDU) tasks, including relation extraction (RE). Ho…