2 papers
cs.CL2018
Chargrid: Towards Understanding 2D Documents
Anoop Raveendra Katti, Christian Reisswig, Cordula Guder +4
We introduce a novel type of text representation that preserves the 2D layout of a document. This is achieved by encoding each document page as a two-dimensional grid of characters…
cs.CL2017
Sequential Attention: A Context-Aware Alignment Function for Machine Reading
Sebastian Brarda, Philip Yeres, Samuel R. Bowman
In this paper we propose a neural network model with a novel Sequential Attention layer that extends soft attention by assigning weights to words in an input sequence in a way that…