Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations

Author:

Li Zhuoyan,Zhu Hangxiao,Lu Zhuoran,Yin Ming

Publisher

Association for Computational Linguistics

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Systematic Review of Synthetic Data Generation Techniques Using Generative AI;Electronics;2024-09-04

2. Contrasting Linguistic Patterns in Human and LLM-Generated News Text;Artificial Intelligence Review;2024-08-23

3. Construction of Knowledge Graphs: Current State and Challenges;Information;2024-08-22

4. Implementation of an intelligent virtual assistant based on LLM models for irrigation optimization;2024 8th International Young Engineers Forum on Electrical and Computer Engineering (YEF-ECE);2024-07-05

5. Adaptive Ensembles of Fine-Tuned Transformers for LLM-Generated Text Detection;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

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