LayoutXLM vs. GNN: An Empirical Evaluation of Relation Extraction for Documents.

Hervé Déjean Stéphane Clinchant Jean-Luc Meunier

Published in: CoRR (2022)

Keyphrases

relation extraction
natural language text
information extraction
automatic extraction
named entities
text documents

domain specific
document collections
semantic relations
semantic role labeling
information retrieval
coreference resolution

named entity recognition
dependency trees
question answering
information retrieval systems
tree kernels
semantic features

xml documents
broad coverage
document clustering
general purpose
high level
metadata