Barnett, Scott
- Seven Failure Points When Engineering a Retrieval Augmented Generation System
2024/01/11 by Scott Barnett, Barnett, Scott, Stefanus Kurniawan +7 · 33 citations
Computer Science · Medicine · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Software Engineering (cs.SE) #Topic Modeling
- Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Models
2024/06/17 by Barnett, Scott, Brannelly, Zac, Kurniawan, Stefanus +1 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- LLMs for Test Input Generation for Semantic Caches
2024/01/16 by Zafaryab Rasool, Rasool, Zafaryab, Scott Barnett +11 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
- ML-On-Rails: Safeguarding Machine Learning Models in Software Systems A Case Study
2024/01/12 by Abdelkader, Hala, Abdelrazek, Mohamed, Barnett, Scott +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- MLGuard: Defend Your Machine Learning Model!
2023/09/04 by Sheng Wong, Scott Barnett, Wong, Sheng +10 · 1 citation
Computer Science · Engineering · #Software Reliability and Analysis Research #Safety Systems Engineering in Autonomy #Adversarial Robustness in Machine Learning
- RAGProbe: An Automated Approach for Evaluating RAG Applications
2024/09/24 by Shangeetha Sivasothy, Scott Barnett, Sivasothy, Shangeetha +7 · 2 citations
Medicine · #Cardiovascular Function and Risk Factors #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Large language models for generating rules, yay or nay?
2024/06/10 by Shangeetha Sivasothy, Scott Barnett, Sivasothy, Shangeetha +11 · 1 citation
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems