A New Google AI Research Proposes to Significantly Reduce the Burden on LLMs by Using a New Technique Called Pairwise Ranking Prompting (PRP)
Compared to their supervised counterparts, which may be trained with millions of labeled examples, Large Language Models (LLMs) like GPT-3 and PaLM have shown impressive performance on various natural language tasks, even in the zero-shot setting. However, utilizing LLMs to solve the basic text ranking problem has had mixed results. Existing findings often perform noticeably…