Niall Taylor

According to our database, Niall Taylor authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Clinical Prompt Learning With Frozen Language Models.

Niall Taylor, Yi Zhang, Dan W. Joyce, Ziming Gao, Andrey Kormilitzin, Alejo J. Nevado-Holgado

IEEE Trans. Neural Networks Learn. Syst., November, 2024

Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care.

Niall Taylor, Andrey Kormilitzin, Isabelle Lorge, Alejo J. Nevado-Holgado, Dan W. Joyce

CoRR, 2024

Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models.

Isabelle Lorge, Dan W. Joyce, Niall Taylor, Alejo J. Nevado-Holgado, Andrea Cipriani, Andrey Kormilitzin

CoRR, 2024

Developing healthcare language model embedding spaces.

Niall Taylor, Dan Schofield, Andrey Kormilitzin, Dan W. Joyce, Alejo J. Nevado-Holgado

Artif. Intell. Medicine, 2024

Model development for bespoke large language models for digital triage assistance in mental health care.

Niall Taylor, Andrey Kormilitzin, Isabelle Lorge, Alejo J. Nevado-Holgado, Andrea Cipriani, Dan W. Joyce

Artif. Intell. Medicine, 2024

Efficiency at scale: Investigating the performance of diminutive language models in clinical tasks.

Niall Taylor, Upamanyu Ghose, Omid Rohanian, Mohammadmahdi Nouriborji, Andrey Kormilitzin, David A. Clifton, Alejo J. Nevado-Holgado

Artif. Intell. Medicine, 2024

2022

Personalised recommendations of sleep behaviour with neural networks using sleep diaries captured in Sleepio.

Alejo J. Nevado-Holgado, Colin A. Espie, Maria Liakata, Alasdair Henry, Jenny Gu, Niall Taylor, Kate Saunders, Tom Walker, Chris Miller

CoRR, 2022

Clinical Prompt Learning with Frozen Language Models.

Niall Taylor, Yi Zhang, Dan W. Joyce, Alejo J. Nevado-Holgado, Andrey Kormilitzin

CoRR, 2022

2021

Rationale production to support clinical decision-making.

Niall Taylor, Lei Sha, Dan W. Joyce, Thomas Lukasiewicz, Alejo J. Nevado-Holgado, Andrey Kormilitzin

CoRR, 2021

2020

Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews.

Bo Wang, Yue Wu, Niall Taylor, Terry J. Lyons, Maria Liakata, Alejo J. Nevado-Holgado, Kate E. A. Saunders

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020