32 citations · 93 across the 10 of their papers we have counts for
3 papers · 1 filter
Comparative Document Summarisation via Classification
Umanga Bista, Alexander Mathews, Minjeong Shin +2
This paper considers extractive summarisation in a comparative setting: given two or more document groups (e.g., separated by publication time), the goal is to select a small numbe…
SemStyle: Learning to Generate Stylised Image Captions using Unaligned Text
Alexander Mathews, Lexing Xie, Xuming He
Linguistic style is an essential part of written communication, with the power to affect both clarity and attractiveness. With recent advances in vision and language, we can start…
Simplifying Sentences with Sequence to Sequence Models
Alexander Mathews, Lexing Xie, Xuming He
We simplify sentences with an attentive neural network sequence to sequence model, dubbed S4. The model includes a novel word-copy mechanism and loss function to exploit linguistic…