4 papers
Phishing Email Detection Using Large Language Models
Najmul Hasan, Prashanth BusiReddyGari, Haitao Zhao +3
Email phishing is one of the most prevalent and globally consequential vectors of cyber intrusion. As systems increasingly deploy Large Language Models (LLMs) applications, these s…
AgriRegion: Region-Aware Retrieval for High-Fidelity Agricultural Advice
Mesafint Fanuel, Mahmoud Nabil Mahmoud, Crystal Cook Marshal +4
Large Language Models (LLMs) have demonstrated significant potential in democratizing access to information. However, in the domain of agriculture, general-purpose models frequentl…
Optimizing Text Search: A Novel Pattern Matching Algorithm Based on Ukkonen's Approach
Xinyu Guan, Shaohua Zhang
In the realm of computer science, the efficiency of text-search algorithms is crucial for processing vast amounts of data in areas such as natural language processing and bioinform…
Memory Retrieval and Consolidation in Large Language Models through Function Tokens
Shaohua Zhang, Yuan Lin, Hang Li
The remarkable success of large language models (LLMs) stems from their ability to consolidate vast amounts of knowledge into the memory during pre-training and to retrieve it from…