IEEE

Improving long text classification based on Selective State Space model (Mamba)

Abstract: Recently, with the use of transformer-based models, a big progress has been achieved across many areas of Natural Language Processing (NLP) including text classification. However, such ...
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 ...