MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization

4 July 2024

Yanghua Xiao

Papers citing "MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization"

22 / 22 papers shown

Title
PromptPex: Automatic Test Generation for Language Model Prompts Reshabh K Sharma Jonathan De Halleux Shraddha Barke Benjamin Zorn VLM 61 0 0 07 Mar 2025
From Cool Demos to Production-Ready FMware: Core Challenges and a Technology Roadmap Gopi Krishnan Rajbahadur G. Oliva Dayi Lin Ahmed E. Hassan 35 0 0 28 Jan 2025
Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models Shuchen Meng Andi Chen Chihang Wang Mengyao Zheng Fangyu Wu Xupeng Chen Haowei Ni Panfeng Li 41 2 0 25 Oct 2024
Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract) Yuchen Li Haoyi Xiong Linghe Kong Jiang Bian Shuaiqiang Wang Guihai Chen Dawei Yin 17 0 0 25 Sep 2024
Pre-trained Graphformer-based Ranking at Web-scale Search (Extended Abstract) Yuchen Li Haoyi Xiong Linghe Kong Zeyi Sun Hongyang Chen Shuaiqiang Wang Dawei Yin 22 0 0 25 Sep 2024
HOTVCOM: Generating Buzzworthy Comments for Videos Yuyan Chen Yiwen Qian Songzhou Yan Jiyuan Jia Zhixu Li Yanghua Xiao Xiaobo Li Ming Yang Qingpei Guo 21 7 0 23 Sep 2024
Recent Advancement of Emotion Cognition in Large Language Models Yuyan Chen Yanghua Xiao OffRL 25 2 0 20 Sep 2024
NEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training Yiyi Tao Zhuoyue Wang Hang Zhang Lun Wang VLM 30 3 0 15 Sep 2024
XMeCap: Meme Caption Generation with Sub-Image Adaptability Yuyan Chen Songzhou Yan Zhihong Zhu Zhixu Li Yanghua Xiao VLM 28 10 0 24 Jul 2024
CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System Ge Fan Chaoyun Zhang Kai Wang Yingjie Li Junyang Chen Zenglin Xu 21 1 0 28 Jun 2024
When Large Language Model Meets Optimization Sen Huang Kaixiang Yang Sheng Qi Rui Wang 23 8 0 16 May 2024
Task-Agnostic Detector for Insertion-Based Backdoor Attacks Weimin Lyu Xiao Lin Songzhu Zheng Lu Pang Haibin Ling Susmit Jha Chao Chen 43 25 0 25 Mar 2024
Understanding the Effects of Iterative Prompting on Truthfulness Satyapriya Krishna Chirag Agarwal Himabindu Lakkaraju HILM 9 8 0 09 Feb 2024
Learning to Reweight for Graph Neural Network Zhengyu Chen Teng Xiao Kun Kuang Zheqi Lv Min Zhang Jinluan Yang Chengqiang Lu Hongxia Yang Fei Wu OOD 16 0 0 19 Dec 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,953 0 22 Mar 2023
Ask Me Anything: A simple strategy for prompting language models Simran Arora A. Narayan Mayee F. Chen Laurel J. Orr Neel Guha Kush S. Bhatia Ines Chami Frederic Sala Christopher Ré ReLM LRM 192 160 0 05 Oct 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
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 243 340 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 238 1,898 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 248 1,382 0 21 Jan 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018