Niall Taylor

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Language Models For Information Retrieval

Query Expansion

Top Venues

Publications

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 (2024)
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 (2024)
Niall Taylor, Dan Schofield, Andrey Kormilitzin, Dan W. Joyce, Alejo J. Nevado-Holgado
Developing Healthcare Language Model Embedding Spaces. CoRR (2024)
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 (2024)
Alejo J. Nevado-Holgado, Colin 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 (2022)
Niall Taylor, Yi Zhang, Dan W. Joyce, Alejo J. Nevado-Holgado, Andrey Kormilitzin
Clinical Prompt Learning with Frozen Language Models. CoRR (2022)
Niall Taylor, Lei Sha, Dan W. Joyce, Thomas Lukasiewicz, Alejo J. Nevado-Holgado, Andrey Kormilitzin
Rationale production to support clinical decision-making. CoRR (2021)
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. CoRR (2020)
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)