IEEE

An Emotion Text Classification Model Based on Llama3-8b Using Lora Technique

Abstract: This study introduces a method utilizing the Llama3-8b model for emotion text classification. The training process is accelerated by incorporating Lora and FlashAttention techniques. On an ...
IEEE

Text Classification using Machine Learning Algorithms on Encrypted Data

Abstract: Text classification is a fundamental activity in natural language processing (NLP), that includes classifying text resources into predetermined groups. With the growing concerns over data ...