Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms
in Large Language Models

Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models

8 February 2024

Papers citing "Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models"

13 / 13 papers shown

Title
Evolutionary Prompt Optimization Discovers Emergent Multimodal Reasoning Strategies in Vision-Language Models Sid Bharthulwar John Rho Katrina Brown ReLM VLM LRM 61 0 0 30 Mar 2025
Embedding Domain-Specific Knowledge from LLMs into the Feature Engineering Pipeline João Eduardo Batista 39 0 0 27 Mar 2025
Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models Zhifei Xie Mingbao Lin Ziqiang Liu Pengcheng Wu Shuicheng Yan Chunyan Miao AuLLM OffRL LRM 87 8 0 04 Mar 2025
Automatic Generation of Question Hints for Mathematics Problems using Large Language Models in Educational Technology Junior Cedric Tonga Benjamin Clément Pierre-Yves Oudeyer LRM 35 2 0 05 Nov 2024
Deep Insights into Automated Optimization with Large Language Models and Evolutionary Algorithms He Yu Qingbin Liu 46 2 0 28 Oct 2024
Instance-adaptive Zero-shot Chain-of-Thought Prompting Xiaosong Yuan Chen Shen Shaotian Yan Xiaofeng Zhang Liang Xie Wenxiao Wang Renchu Guan Ying Wang Jieping Ye ReLM LRM 57 4 0 30 Sep 2024
Document-Level Event Extraction with Definition-Driven ICL Zhuoyuan Liu Yilin Luo 86 1 0 10 Aug 2024
Large Language Models to Enhance Bayesian Optimization Tennison Liu Nicolás Astorga Nabeel Seedat M. Schaar 66 48 0 06 Feb 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 51 59 0 18 Jan 2024
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,139 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 329 3,273 0 21 Mar 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 259 678 0 06 Jan 2021