Runze Wang

CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite

2024 · arXiv (Cornell University)

Generative query rewrite generates reconstructed query rewrites using the conversation history while rely heavily on gold rewrite pairs that are expensive to obtain. Recently, few-shot learning is gaining increasing popularity for this task, whereas these …

Investigation the Impact of Features on Malicious Traffic Identification Based on Different Machine Learning Algorithms Combined with Dimensionality Reduction

2023

With the Internet's rapid evolution, the incidence of cyberattacks has surged significantly. Employing machine learning to precisely detect and thwart malicious network traffic has emerged as a novel and effective solution for safeguarding computer networks. …