G3Detector: General GPT-Generated Text Detector

Understand

The burgeoning progress in the field of Large Language Models (LLMs) heralds significant benefits due to their unparalleled capacities.

• However, it is critical to acknowledge the potential misuse of these models, which could give rise to a spectrum of social and ethical dilemmas.
• Despite numerous preceding efforts centered around distinguishing synthetic text, most existing detection systems fail to identify data synthesized by the latest LLMs, such as ChatGPT and GPT-4.
• In response to this challenge, we introduce an unpretentious yet potent detection approach proficient in identifying synthetic text across a wide array of fields.