Advancing Single and Multi-task Text Classification through Large Language Model Fine-tuning

Hang Zhao, Qile P. Chen, Yijing Barry Zhang +1

Both encoder-only models (e.g., BERT, RoBERTa) and large language models (LLMs, e.g., Llama3) have been widely used for text classification tasks. However, there is a lack of syste…