SB
Scott Barnett
cs.SEcs.AIcs.LGVegetablesEpilepsyInterventionRural PopulationVegetable intakeAdultsBehaviour change
On Valency
published · living versionsW_3jmprx8k·v1 · currentpublished
From Logs to Faults: Reference-Free Fault Localization for Retrieval-Augmented Generation Pipelines
with Hira Naveed, Stefanus Kurniawan, John Grundy, Chetan Arora +2
1 version
Preprints & journals
30 papers in the corpus · 2018–2026Who Finishes the Job? A Study of Follow-Up Fixes and Commit Authorship on AI Coding Agent Pull Requests2609.26847v2 · Wannita Takerngsaksiri, Nhat Duong, Scott Barnett2026 · 0 citationsarXiv
TaskEval: Synthesised Evaluation for Foundation-Model Tasks2512.04442v1 · Dilani Widanapathiranage, Scott Barnett, Stefanus Kurniawan et al.2025 · 0 citationsarXiv
Feasibility of a co-designed and personalised intervention to improve vegetable intake in rural-dwelling young adults.40660295 · Livingstone, Katherine Mary, Rawstorn, Jonathan C, Partridge, Stephanie R et al.2026 · 3 citationsThe international journal of behavioral nutrition and physical activity. 2025;22(1):97
RAGProbe: An Automated Approach for Evaluating RAG Applications2409.19019v1 · Shangeetha Sivasothy, Scott Barnett, Stefanus Kurniawan et al.2024 · 4 citationsarXiv
Minimising changes to audit when updating decision trees2408.16321v1 · Anj Simmons, Scott Barnett, Anupam Chaudhuri et al.2024 · 0 citationsarXiv
Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Models2406.11201v2 · Scott Barnett, Zac Brannelly, Stefanus Kurniawan et al.2024 · 7 citationsarXiv
Large language models for generating rules, yay or nay?2406.06835v1 · Shangeetha Sivasothy, Scott Barnett, Rena Logothetis et al.2024 · 0 citationsarXiv
LLMs for Test Input Generation for Semantic Caches2401.08138v1 · Zafaryab Rasool, Scott Barnett, David Willie et al.2024 · 1 citationarXiv
ML-On-Rails: Safeguarding Machine Learning Models in Software Systems A Case Study2401.06513v1 · Hala Abdelkader, Mohamed Abdelrazek, Scott Barnett et al.2024 · 4 citationsarXiv
Seven Failure Points When Engineering a Retrieval Augmented Generation System2401.05856v1 · Scott Barnett, Stefanus Kurniawan, Srikanth Thudumu et al.2024 · 153 citationsarXiv
Determining the feasibility of a codesigned and personalised intervention (Veg4Me) to improve vegetable intake in young adults living in rural Australian communities: protocol for a randomised controlled trial.38216197 · Livingstone, Katherine M, Rawstorn, Jonathan C, Partridge, Stephanie R et al.2024 · 8 citationsBMJ open. 2024;14(1):e078001
Co-design of a personalised digital intervention to improve vegetable intake in adults living in Australian rural communities.38200514 · Livingstone, Katherine Mary, Rawstorn, Jonathan C, Alston, Laura et al.2024 · 7 citationsBMC public health. 2024;24(1):146
Evaluating LLMs on Document-Based QA: Exact Answer Selection and Numerical Extraction using Cogtale dataset2311.07878v4 · Zafaryab Rasool, Stefanus Kurniawan, Sherwin Balugo et al.2023 · 34 citationsarXiv
EEG based automated seizure detection - A survey of medical professionals.37952416 · Wong, Sheng, Simmons, Anj, Rivera-Villicana, Jessica et al.2023 · 26 citationsEpilepsy & behavior : E&B. 2023;149:109518
Estimating Patient-Level Uncertainty in Seizure Detection Using Group-Specific Out-of-Distribution Detection Technique.37896469 · Wong, Sheng, Simmons, Anj, Villicana, Jessica Rivera et al.2023 · 16 citationsSensors (Basel, Switzerland). 2023;23(20)
MLGuard: Defend Your Machine Learning Model!2309.01379v1 · Sheng Wong, Scott Barnett, Jessica Rivera-Villicana et al.2023 · 3 citationsarXiv
Green Runner: A tool for efficient model selection from model repositories2305.16849v1 · Jai Kannan, Scott Barnett, Anj Simmons et al.2023 · 0 citationsarXiv
Protocol for a bandit-based response adaptive trial to evaluate the effectiveness of brief self-guided digital interventions for reducing psychological distress in university students: the Vibe Up study.37116996 · Huckvale, Kit, Hoon, Leonard, Stech, Eileen et al.2023 · 21 citationsBMJ open. 2023;13(4):e066249
Digital behaviour change interventions to increase vegetable intake in adults: a systematic review.36973716 · Livingstone, Katherine M, Rawstorn, Jonathan C, Partridge, Stephanie R et al.2023 · 34 citationsThe international journal of behavioral nutrition and physical activity. 2023;20(1):36
EEG datasets for seizure detection and prediction- A review.36740244 · Wong, Sheng, Simmons, Anj, Rivera-Villicana, Jessica et al.2023 · 95 citationsEpilepsia open. 2023;8(2):252-267
Comparative analysis of real bugs in open-source Machine Learning projects -- A Registered Report2209.09932v1 · Tuan Dung Lai, Anj Simmons, Scott Barnett et al.2022 · 0 citationsarXiv
MLSmellHound: A Context-Aware Code Analysis Tool2205.03790v1 · Jai Kannan, Scott Barnett, Lu'is Cruz et al.2022 · 0 citationsarXiv
Data Collection Mechanisms in Health and Wellness Apps: Review and Analysis.35262499 · Philip, Ben Joseph, Abdelrazek, Mohamed, Bonti, Alessio et al.2022 · 24 citationsJMIR mHealth and uHealth. 2022;10(3):e30468
Threshy: Supporting Safe Usage of Intelligent Web Services2008.08252v1 · Alex Cummaudo, Scott Barnett, Rajesh Vasa et al.2020 · 7 citationsarXiv
A large-scale comparative analysis of Coding Standard conformance in Open-Source Data Science projects2007.08978v2 · Andrew J. Simmons, Scott Barnett, Jessica Rivera-Villicana et al.2020 · 26 citationsarXiv
Beware the evolving 'intelligent' web service! An integration architecture tactic to guard AI-first components2005.13186v1 · Alex Cummaudo, Scott Barnett, Rajesh Vasa et al.2020 · 11 citationsarXiv
Ranking Computer Vision Service Issues using Emotion2004.03120v2 · Maheswaree K Curumsing, Alex Cummaudo, Ulrike Maria Graetsch et al.2020 · 0 citationsarXiv
Interpreting Cloud Computer Vision Pain-Points: A Mining Study of Stack Overflow2001.10130v1 · Alex Cummaudo, Rajesh Vasa, Scott Barnett et al.2020 · 6 citationsarXiv
Intelligent Sensing to Inform and Learn (InSTIL): A Scalable and Governance-Aware Platform for Universal, Smartphone-Based Digital Phenotyping for Research and Clinical Applications.31692450 · Barnett, Scott, Huckvale, Kit, Christensen, Helen et al.2020 · 27 citationsJournal of medical Internet research. 2019;21(11):e16399
Data Provenance for Sport1812.05804v1 · Andrew J. Simmons, Scott Barnett, Simon Vajda et al.2018 · 0 citationsarXiv
Career total: 72 works. 30 are in this corpus.
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