Large Language Models

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning

Orders-of-magnitude faster hard prompt search with SoTA performance (EMNLP Findings 2023)

Han Zhou, Xingchen Wan, Ivan Vulić, Anna Korhonen

Better Zero-Shot Reasoning with Self-Adaptive Prompting

Findings of the Association for Computational Linguistics: ACL 2023

Xingchen Wan, Ruoxi Sun, Hanjun Dai, Sercan Ö. Arık, Tomas Pfister

Better Zero-Shot Reasoning with Self-Adaptive Prompting

Introducing Self-Adaptive Prompting for Large Language Models

Adaptive, black-box and automatic prompting methods to improve LLMs in zero-shot settings (ACL & EMNLP 2023)

Xingchen Wan

Last updated on 24 Oct 2023 8 min read

Introducing Self-Adaptive Prompting for Large Language Models