Piotr Halama

LAMBERT: Layout-Aware language Modeling using BERT for information extraction.

2020 · arXiv (Cornell University)

In this paper we introduce a novel approach to the problem of understanding documents where the local semantics is influenced by non-trivial layout. Namely, we modify the Transformer architecture in a way that allows it …