70 citations · 70 across the 3 of their papers we have counts for
3 papers
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…
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…
Road safety of passing maneuvers: a bivariate extreme value theory approach under non-stationary conditions
Joana Cavadas, Carlos Lima Azevedo, Haneen Farah +1
Observed accidents have been the main resource for road safety analysis over the past decades. Although such reliance seems quite straightforward, the rare nature of these events h…