3 citations · 4 across the 3 of their papers we have counts for
3 papers
Stability Analysis of ChatGPT-based Sentiment Analysis in AI Quality Assurance
Tinghui Ouyang, AprilPyone MaungMaung, Koichi Konishi +2
In the era of large AI models, the complex architecture and vast parameters present substantial challenges for effective AI quality management (AIQM), e.g. large language model (LL…
A Novel Statistical Measure for Out-of-Distribution Detection in Data Quality Assurance
Tinghui Ouyang, Isao Echizen, Yoshiki Seo
Data outside the problem domain poses significant threats to the security of AI-based intelligent systems. Aiming to investigate the data domain and out-of-distribution (OOD) data…
Quality Assurance of A GPT-based Sentiment Analysis System: Adversarial Review Data Generation and Detection
Tinghui Ouyang, Hoang-Quoc Nguyen-Son, Huy H. Nguyen +2
Large Language Models (LLMs) have been garnering significant attention of AI researchers, especially following the widespread popularity of ChatGPT. However, due to LLMs' intricate…