PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine

PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine

23 August 2023

Papers citing "PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine"

19 / 19 papers shown

Title
Ensemble Bayesian Inference: Leveraging Small Language Models to Achieve LLM-level Accuracy in Profile Matching Tasks Haru-Tada Sato Fuka Matsuzaki Jun-ichiro Takahashi UQCV 44 0 0 24 Apr 2025
Automatic Prompt Optimization via Heuristic Search: A Survey Wendi Cui Jiaxin Zhang Z. Li Hao Sun Damien Lopez Kamalika Das Bradley Malin Sricharan Kumar 32 1 0 26 Feb 2025
Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models Sijia Chen Baochun Li Di Niu LLMAG LRM AI4CE 67 11 0 08 Jan 2025
Smoothie: Label Free Language Model Routing Neel Guha Mayee F. Chen Trevor Chow Ishan S. Khare Christopher Ré 71 3 0 06 Dec 2024
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao VLM 100 0 0 21 Nov 2024
A Multi-LLM Debiasing Framework Deonna M. Owens Ryan A. Rossi Sungchul Kim Tong Yu Franck Dernoncourt Xiang Chen Ruiyi Zhang Jiuxiang Gu Hanieh Deilamsalehy Nedim Lipka 23 3 0 20 Sep 2024
PEDAL: Enhancing Greedy Decoding with Large Language Models using Diverse Exemplars Sumanth Prabhu 28 1 0 16 Aug 2024
Task Facet Learning: A Structured Approach to Prompt Optimization Gurusha Juneja Nagarajan Natarajan Hua Li Jian Jiao Amit Sharma 48 6 0 15 Jun 2024
MathDivide: Improved mathematical reasoning by large language models S. Srivastava Ashutosh Gandhi LRM ReLM 16 0 0 12 May 2024
Efficient Prompting Methods for Large Language Models: A Survey Kaiyan Chang Songcheng Xu Chenglong Wang Yingfeng Luo Tong Xiao Jingbo Zhu LRM 30 1 0 01 Apr 2024
Leveraging Large Language Models to Detect npm Malicious Packages Nusrat Zahan Philipp Burckhardt Mikola Lysenko Feross Aboukhadijeh Laurie A. Williams 27 1 0 18 Mar 2024
Executable Code Actions Elicit Better LLM Agents Xingyao Wang Yangyi Chen Lifan Yuan Yizhe Zhang Yunzhu Li Hao Peng Heng Ji ELM LLMAG LM&Ro 24 127 0 01 Feb 2024
On the Prospects of Incorporating Large Language Models (LLMs) in Automated Planning and Scheduling (APS) Vishal Pallagani Kaushik Roy Bharath Muppasani F. Fabiano Andrea Loreggia K. Murugesan Biplav Srivastava F. Rossi L. Horesh Amit P. Sheth 18 35 0 04 Jan 2024
It's Not Easy Being Wrong: Large Language Models Struggle with Process of Elimination Reasoning Nishant Balepur Shramay Palta Rachel Rudinger LRM 8 7 0 13 Nov 2023
Tree Prompting: Efficient Task Adaptation without Fine-Tuning John X. Morris Chandan Singh Alexander M. Rush Jianfeng Gao Yuntian Deng VLM LRM 12 17 0 21 Oct 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 36 1,088 0 22 Aug 2023
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 297 3,163 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022