Geraínt A. Wiggins

Detecting Summary-Worthy Sentences: The Effect of Discourse Features

2019

We examine the benefit of a variety of discourse and semantic features for the identification of summary-worthy content in narrative stories. Using logistic regression models, we find that the most informative features are those that …

BioOSS: A Bio-Inspired Oscillatory State System with Spatio-Temporal Dynamics

2025

Today's deep learning architectures are primarily based on perceptron models, which do not capture the oscillatory dynamics characteristic of biological neurons. Although oscillatory systems have recently gained attention for their closer resemblance to neural behavior, …