PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization. - Xinyuan Wang 010; Chenxi Li; Zhen Wang 041; Fan Bai 006; Haotian Luo; Jiayou Zhang; Nebojsa Jojic; Eric P. Xing; Zhiting Hu (ICLR, 2024)

LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models. - Shibo Hao; Yi Gu; Haotian Luo; Tianyang Liu 003; Xiyan Shao; Xinyuan Wang 010; Shuhua Xie; Haodi Ma; Adithya Samavedhi; Qiyue Gao; Zhen Wang 041; Zhiting Hu (CoRR, 2024)