2 papers
eess.IV2024
Dependability Evaluation of Stable Diffusion with Soft Errors on the Model Parameters
Zhen Gao, Lini Yuan, Pedro Reviriego +2
Stable Diffusion is a popular Transformer-based model for image generation from text; it applies an image information creator to the input text and the visual knowledge is added in…
cs.AI2024
Concurrent Linguistic Error Detection (CLED): a New Methodology for Error Detection in Large Language Models
Jinhua Zhu, Javier Conde, Zhen Gao +3
The wide adoption of Large language models (LLMs) makes their dependability a pressing concern. Detection of errors is the first step to mitigating their impact on a system and thu…