4 citations · 4 across the 3 of their papers we have counts for
6 papers
AttViz: Online exploration of self-attention for transparent neural language modeling
Blaž Škrlj, Nika Eržen, Shane Sheehan +3
Neural language models are becoming the prevailing methodology for the tasks of query answering, text classification, disambiguation, completion and translation. Commonly comprised…
Alzheimer's Dementia Recognition through Spontaneous Speech: The ADReSS Challenge
Saturnino Luz, Fasih Haider, Sofia de la Fuente +2
The ADReSS Challenge at INTERSPEECH 2020 defines a shared task through which different approaches to the automated recognition of Alzheimer's dementia based on spontaneous speech c…
Potential Applications of Machine Learning at Multidisciplinary Medical Team Meetings
Bridget Kane, Jing Su, Saturnino Luz
While machine learning (ML) systems have produced great advances in several domains, their use in support of complex cooperative work remains a research challenge. A particularly c…
Emotion Recognition in Low-Resource Settings: An Evaluation of Automatic Feature Selection Methods
Fasih Haider, Senja Pollak, Pierre Albert +1
Research in automatic affect recognition has seldom addressed the issue of computational resource utilization. With the advent of ambient intelligence technology which employs a va…
A Method for Analysis of Patient Speech in Dialogue for Dementia Detection
Saturnino Luz, Sofia de la Fuente, Pierre Albert
We present an approach to automatic detection of Alzheimer's type dementia based on characteristics of spontaneous spoken language dialogue consisting of interviews recorded in nat…
An Application of Mosaic Diagrams to the Visualization of Set Relationships
Saturnino Luz, Masood Masoodian
We present an application of mosaic diagrams to the visualisation of set relations. Venn and Euler diagrams are the best known visual representations of sets and their relationship…