Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4

26 December 2023

Sondos Mahmoud Bsharat

Papers citing "Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4"

33 / 33 papers shown

Title
Rethinking Prompt Optimizers: From Prompt Merits to Optimization Zixiao Zhu Hanzhang Zhou Zijian Feng Tianjiao Li Chua Jia Jim Deryl Mak Lee Onn Gee Wah Ng Kezhi Mao LRM 31 0 0 15 May 2025
LLM Sensitivity Evaluation Framework for Clinical Diagnosis Chenwei Yan Xiangling Fu Yuxuan Xiong Tianyi Wang Siu Cheung Hui Ji Wu Xien Liu LM&MA ELM 35 0 0 18 Apr 2025
SUMART: SUMmARizing Translation from Wordy to Concise Expression Naoto Nishida Jun Rekimoto 26 1 0 14 Apr 2025
GAAPO: Genetic Algorithmic Applied to Prompt Optimization Xavier Sécheresse Jacques-Yves Guilbert--Ly Antoine Villedieu de Torcy 31 0 0 09 Apr 2025
Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers Rin Ashizawa Yoichi Hirose Nozomu Yoshinari Kento Uchida Shinichi Shirakawa 63 0 0 03 Mar 2025
Prompting and Fine-tuning Large Language Models for Automated Code Review Comment Generation Md. Asif Haider Ayesha Binte Mostofa Sk. Sabit Bin Mosaddek Anindya Iqbal Toufique Ahmed ALM 60 2 0 15 Nov 2024
PyGen: A Collaborative Human-AI Approach to Python Package Creation Saikat Barua Mostafizur Rahman Md Jafor Sadek Rafiul Islam Shehnaz Khaled Md. Shohrab Hossain 46 1 0 13 Nov 2024
Enhancing Explainability in Multimodal Large Language Models Using Ontological Context Jihen Amara B. König-Ries Sheeba Samuel 26 1 0 27 Sep 2024
CUTE: Measuring LLMs' Understanding of Their Tokens Lukas Edman Helmut Schmid Alexander Fraser 34 3 0 23 Sep 2024
Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts Ming Wang Yuanzhong Liu Xiaoyu Liang Yijie Huang Daling Wang ... Sijia Shen Shi Feng Xiaoming Zhang Chaofeng Guan Yifei Zhang 25 1 0 20 Sep 2024
Creating a Gen-AI based Track and Trace Assistant MVP (SuperTracy) for PostNL Mohammad Reshadati 35 0 0 04 Sep 2024
Uncertainty Quantification in Large Language Models Through Convex Hull Analysis Ferhat Ozgur Catak Murat Kuzlu UQCV 60 4 0 28 Jun 2024
Themis: Towards Flexible and Interpretable NLG Evaluation Xinyu Hu Li Lin Mingqi Gao Xunjian Yin Xiaojun Wan ELM 34 6 0 26 Jun 2024
RS-GPT4V: A Unified Multimodal Instruction-Following Dataset for Remote Sensing Image Understanding Linrui Xu Ling Zhao Wang Guo Qiujun Li Kewang Long Kaiqi Zou Yuhan Wang Haifeng Li AI4TS 33 6 0 18 Jun 2024
Underneath the Numbers: Quantitative and Qualitative Gender Fairness in LLMs for Depression Prediction Micol Spitale Jiaee Cheong Hatice Gunes 38 3 0 12 Jun 2024
Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization Yuchi Liu Jaskirat Singh Gaowen Liu Ali Payani Liang Zheng LLMAG 82 4 0 30 May 2024
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models Sheng-Hsuan Peng Pin-Yu Chen Matthew Hull Duen Horng Chau 50 23 0 27 May 2024
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering Zhihua Wen Zhiliang Tian Z. Jian Zhen Huang Pei Ke Yifu Gao Minlie Huang Dongsheng Li 44 9 0 23 May 2024
Searching Realistic-Looking Adversarial Objects For Autonomous Driving Systems Shengxiang Sun Shenzhe Zhu AAML 48 0 0 19 May 2024
Memory-Maze: Scenario Driven Benchmark and Visual Language Navigation Model for Guiding Blind People Masaki Kuribayashi Kohei Uehara Allan Wang Daisuke Sato Simon Chu Shigeo Morishima 35 1 0 11 May 2024
Self-Reflection in LLM Agents: Effects on Problem-Solving Performance Matthew Renze Erhan Guven LRM LLMAG 44 37 0 05 May 2024
BERT-Enhanced Retrieval Tool for Homework Plagiarism Detection System Jiarong Xian Jibao Yuan Peiwei Zheng Dexian Chen 37 0 0 01 Apr 2024
What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-modal Models Junho Kim Yeonju Kim Yonghyun Ro LRM MLLM 35 4 0 20 Mar 2024
CodeUltraFeedback: An LLM-as-a-Judge Dataset for Aligning Large Language Models to Coding Preferences Martin Weyssow Aton Kamanda H. Sahraoui ALM 67 32 0 14 Mar 2024
Materials science in the era of large language models: a perspective Ge Lei Ronan Docherty Samuel J. Cooper 45 18 0 11 Mar 2024
LangGPT: Rethinking Structured Reusable Prompt Design Framework for LLMs from the Programming Language Ming Wang Yuanzhong Liu Xiaoyu Liang Songlian Li Yijie Huang ... Shi Feng Chi Zhang Yifei Zhang Minghui Zheng Jigang Li 46 13 0 26 Feb 2024
LLM Based Multi-Agent Generation of Semi-structured Documents from Semantic Templates in the Public Administration Domain Emanuele Musumeci Michele Brienza Vincenzo Suriani Daniele Nardi D. Bloisi LLMAG 69 11 0 21 Feb 2024
Scalable Qualitative Coding with LLMs: Chain-of-Thought Reasoning Matches Human Performance in Some Hermeneutic Tasks Zackary Dunivin 27 17 0 26 Jan 2024
An Empirical Study of In-context Learning in LLMs for Machine Translation Pranjal A. Chitale Jay Gala Raj Dabre LRM 31 5 0 22 Jan 2024
The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance A. Salinas Fred Morstatter 45 49 0 08 Jan 2024
Plum: Prompt Learning using Metaheuristic Rui Pan Shuo Xing Shizhe Diao Wenhe Sun Xiang Liu Kashun Shum Renjie Pi Jipeng Zhang Tong Zhang VLM OffRL LRM 39 6 0 14 Nov 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 223 208 0 05 Oct 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 395 8,559 0 28 Jan 2022