551 citations · 3.2k across the 44 of their papers we have counts for
45 papers
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation
Injy Sarhan, Pablo Mosteiro, Marco Spruit
This paper presents our strategy to address the SemEval-2022 Task 3 PreTENS: Presupposed Taxonomies Evaluating Neural Network Semantics. The goal of the task is to identify if a se…
Bias Discovery in Machine Learning Models for Mental Health
Pablo Mosteiro, Jesse Kuiper, Judith Masthoff +2
Fairness and bias are crucial concepts in artificial intelligence, yet they are relatively ignored in machine learning applications in clinical psychiatry. We computed fairness met…
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting
Thomas Borger, Pablo Mosteiro, Heysem Kaya +4
Inpatient violence is a common and severe problem within psychiatry. Knowing who might become violent can influence staffing levels and mitigate severity. Predictive machine learni…
Making sense of violence risk predictions using clinical notes
Pablo Mosteiro, Emil Rijcken, Kalliopi Zervanou +3
Violence risk assessment in psychiatric institutions enables interventions to avoid violence incidents. Clinical notes written by practitioners and available in electronic health r…
Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes
Pablo Mosteiro, Emil Rijcken, Kalliopi Zervanou +3
Violence risk assessment in psychiatric institutions enables interventions to avoid violence incidents. Clinical notes written by practitioners and available in electronic health r…
CUORE Opens the Door to Tonne-scale Cryogenics Experiments
CUORE Collaboration, D. Q. Adams, C. Alduino +206
The past few decades have seen major developments in the design and operation of cryogenic particle detectors. This technology offers an extremely good energy resolution - comparab…