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Niall Taylor
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2020 – today
- 2024
- [j2]Niall Taylor
, Andrey Kormilitzin
Model development for bespoke large language models for digital triage assistance in mental health care. Artif. Intell. Medicine 157: 102988 (2024) - [j1]Niall Taylor, Yi Zhang, Dan W. Joyce, Ziming Gao, Andrey Kormilitzin, Alejo J. Nevado-Holgado:
Clinical Prompt Learning With Frozen Language Models. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16453-16463 (2024) - [i8]Isabelle Lorge, Dan W. Joyce, Niall Taylor, Alejo J. Nevado-Holgado, Andrea Cipriani, Andrey Kormilitzin:
Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models. CoRR abs/2402.07645 (2024) - [i7]Niall Taylor, Upamanyu Ghose, Omid Rohanian, Mohammadmahdi Nouriborji, Andrey Kormilitzin, David A. Clifton, Alejo J. Nevado-Holgado:
Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks. CoRR abs/2402.10597 (2024) - [i6]Niall Taylor, Andrey Kormilitzin, Isabelle Lorge, Alejo J. Nevado-Holgado, Dan W. Joyce:
Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care. CoRR abs/2403.19790 (2024) - [i5]Niall Taylor, Dan Schofield, Andrey Kormilitzin, Dan W. Joyce, Alejo J. Nevado-Holgado:
Developing Healthcare Language Model Embedding Spaces. CoRR abs/2403.19802 (2024) - 2022
- [i4]Niall Taylor, Yi Zhang, Dan W. Joyce, Alejo J. Nevado-Holgado, Andrey Kormilitzin:
Clinical Prompt Learning with Frozen Language Models. CoRR abs/2205.05535 (2022) - [i3]Alejo J. Nevado-Holgado, Colin A. Espie, Maria Liakata, Alasdair Henry, Jenny Gu, Niall Taylor, Kate Saunders, Tom Walker, Chris Miller:
Personalised recommendations of sleep behaviour with neural networks using sleep diaries captured in Sleepio. CoRR abs/2208.00033 (2022) - 2021
- [i2]Niall Taylor, Lei Sha, Dan W. Joyce, Thomas Lukasiewicz, Alejo J. Nevado-Holgado, Andrey Kormilitzin:
Rationale production to support clinical decision-making. CoRR abs/2111.07611 (2021) - 2020
- [c1]Bo Wang, Yue Wu, Niall Taylor, Terry J. Lyons, Maria Liakata, Alejo J. Nevado-Holgado, Kate E. A. Saunders:
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews. INTERSPEECH 2020: 437-441 - [i1]Bo Wang, Yue Wu, Niall Taylor, Terry J. Lyons, Maria Liakata, Alejo J. Nevado-Holgado
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews. CoRR abs/2008.03408 (2020)
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