1 citations · 1 across the 3 of their papers we have counts for
3 papers
Neurosymbolic Information Extraction from Transactional Documents
Arthur Hemmer, Mickaël Coustaty, Nicola Bartolo +1
This paper presents a neurosymbolic framework for information extraction from documents, evaluated on transactional documents. We introduce a schema-based approach that integrates…
Confidence-Aware Document OCR Error Detection
Arthur Hemmer, Mickaël Coustaty, Nicola Bartolo +1
Optical Character Recognition (OCR) continues to face accuracy challenges that impact subsequent applications. To address these errors, we explore the utility of OCR confidence sco…
Lazy-k: Decoding for Constrained Token Classification
Arthur Hemmer, Mickaël Coustaty, Nicola Bartolo +2
We explore the possibility of improving probabilistic models in structured prediction. Specifically, we combine the models with constrained decoding approaches in the context of to…