UniGen: A Unified Framework for Textual Dataset Generation Using Large
Language Models
UniGen: A Unified Framework for Textual Dataset Generation Using Large
Language Models
Large Language Models (LLMs) such as GPT-4 and Llama3 have significantly impacted various fields by enabling high-quality synthetic data generation and reducing dependence on expensive human-generated datasets. Despite this, challenges remain in the areas of generalization, controllability, diversity, and truthfulness within the existing generative frameworks. To address these challenges, this …