Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm

15 February 2021

Papers citing "Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm"

50 / 453 papers shown

Title
Prompt Sketching for Large Language Models Luca Beurer-Kellner Mark Niklas Muller Marc Fischer Martin Vechev KELM LRM 35 3 0 08 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Frobe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 45 11 0 08 Nov 2023
Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves Yihe Deng Weitong Zhang Zixiang Chen Quanquan Gu LRM 40 73 0 07 Nov 2023
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training Jiale Cheng Xiao Liu Kehan Zheng Pei Ke Hongning Wang Yuxiao Dong Jie Tang Minlie Huang 29 79 0 07 Nov 2023
Does GPT-4 pass the Turing test? Cameron R. Jones Benjamin K. Bergen ELM 31 34 0 31 Oct 2023
When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations Aleksandar Petrov Philip Torr Adel Bibi VPVLM 32 22 0 30 Oct 2023
Large Language Models Are Better Adversaries: Exploring Generative Clean-Label Backdoor Attacks Against Text Classifiers Wencong You Zayd Hammoudeh Daniel Lowd AAML 32 12 0 28 Oct 2023
Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation Jason Samuel Lucas Adaku Uchendu Michiharu Yamashita Jooyoung Lee Shaurya Rohatgi Dongwon Lee 32 42 0 24 Oct 2023
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models Yuanfeng Song Yuanqin He Xuefang Zhao Hanlin Gu Di Jiang Haijun Yang Lixin Fan Qiang Yang 40 3 0 24 Oct 2023
ConstitutionMaker: Interactively Critiquing Large Language Models by Converting Feedback into Principles S. Petridis Benjamin D. Wedin James Wexler Aaron Donsbach Mahima Pushkarna Nitesh Goyal Carrie J. Cai Michael Terry 36 33 0 24 Oct 2023
Function Vectors in Large Language Models Eric Todd Millicent Li Arnab Sen Sharma Aaron Mueller Byron C. Wallace David Bau 14 102 0 23 Oct 2023
Unleashing the potential of prompt engineering in Large Language Models: a comprehensive review Banghao Chen Zhaofeng Zhang Nicolas Langrené Shengxin Zhu LLMAG 34 4 0 23 Oct 2023
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing Xinyu Hu Pengfei Tang Simiao Zuo Zihan Wang Bowen Song Qiang Lou Jian Jiao Denis Xavier Charles LRM 40 7 0 20 Oct 2023
Quantifying Privacy Risks of Prompts in Visual Prompt Learning Yixin Wu Rui Wen Michael Backes Pascal Berrang Mathias Humbert Yun Shen Yang Zhang AAML VPVLM 32 8 0 18 Oct 2023
Group Preference Optimization: Few-Shot Alignment of Large Language Models Siyan Zhao John Dang Aditya Grover 30 29 0 17 Oct 2023
A Search for Prompts: Generating Structured Answers from Contracts Adam Roegiest Radha Chitta Jonathan Donnelly Maya Lash A. Vtyurina Franccois Longtin ELM AILaw 33 2 0 16 Oct 2023
CoPrompt: Supporting Prompt Sharing and Referring in Collaborative Natural Language Programming Felicia Li Feng Ryan Yen Yuzhe You Mingming Fan Jian Zhao Zhicong Lu 42 17 0 13 Oct 2023
CoLadder: Supporting Programmers with Hierarchical Code Generation in Multi-Level Abstraction Ryan Yen Jiawen Zhu Sangho Suh Haijun Xia Jian Zhao 50 14 0 12 Oct 2023
Prompt Backdoors in Visual Prompt Learning Hai Huang Zhengyu Zhao Michael Backes Yun Shen Yang Zhang VLM VPVLM AAML SILM 43 2 0 11 Oct 2023
QualiGPT: GPT as an easy-to-use tool for qualitative coding He Zhang Chuhao Wu Jingyi Xie ChanMin Kim John M. Carroll 29 19 0 10 Oct 2023
Violation of Expectation via Metacognitive Prompting Reduces Theory of Mind Prediction Error in Large Language Models Courtland Leer Vincent Trost Vineeth Voruganti 21 3 0 10 Oct 2023
Evaluation of ChatGPT Feedback on ELL Writers' Coherence and Cohesion Su-Youn Yoon Eva Miszoglad Lisa R. Pierce 16 11 0 10 Oct 2023
BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions Arth Bohra Govert Verkes Artem Harutyunyan Pascal Weinberger Giovanni Campagna 27 5 0 09 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 63 48 0 09 Oct 2023
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models Marco Bronzini Carlo Nicolini Bruno Lepri Andrea Passerini Jacopo Staiano 28 2 0 09 Oct 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems Yixin Wan Jieyu Zhao Aman Chadha Nanyun Peng Kai-Wei Chang 40 22 0 08 Oct 2023
DirectGPT: A Direct Manipulation Interface to Interact with Large Language Models Damien Masson Sylvain Malacria Géry Casiez Daniel Vogel AI4CE KELM MLLM 31 34 0 05 Oct 2023
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance Saurabh Srivastava Chengyue Huang Weiguo Fan Ziyu Yao LLMAG 28 5 0 03 Oct 2023
What's the Magic Word? A Control Theory of LLM Prompting Aman Bhargava Cameron Witkowski Manav Shah Matt W. Thomson LLMAG 61 30 0 02 Oct 2023
Label Supervised LLaMA Finetuning Zongxi Li Xianming Li Yuzhang Liu Haoran Xie Jing Li F. Wang Qing Li Xiaoqin Zhong ALM 20 21 0 02 Oct 2023
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers Xiaoqiang Lin Zhaoxuan Wu Zhongxiang Dai Wenyang Hu Yao Shu See-Kiong Ng Patrick Jaillet Bryan Kian Hsiang Low 32 10 0 02 Oct 2023
Knowledge Engineering using Large Language Models Bradley Paul Allen Lise Stork Paul T. Groth 17 24 0 01 Oct 2023
One for All: Towards Training One Graph Model for All Classification Tasks Hao Liu Jiarui Feng Lecheng Kong Ningyue Liang Dacheng Tao Yixin Chen Muhan Zhang AI4CE 15 112 0 29 Sep 2023
A Large Language Model Approach to Educational Survey Feedback Analysis Michael J. Parker Caitlin Anderson Claire Stone YeaRim Oh ELM LM&MA AI4Ed 25 13 0 29 Sep 2023
Intuitive or Dependent? Investigating LLMs' Behavior Style to Conflicting Prompts Jiahao Ying Yixin Cao Kai Xiong Yidong He Long Cui Yongbin Liu 31 7 0 29 Sep 2023
Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial Haoyi Xiong Jiang Bian Sijia Yang Xiaofei Zhang Linghe Kong Daqing Zhang LRM LLMAG 35 5 0 24 Sep 2023
A Practical Survey on Zero-shot Prompt Design for In-context Learning Yinheng Li LRM 25 46 0 22 Sep 2023
Grasp-Anything: Large-scale Grasp Dataset from Foundation Models An Vuong Minh Nhat Vu Hieu Le Baoru Huang B. Huynh T. Vo Andreas Kugi Anh Nguyen VLM 21 28 0 18 Sep 2023
Rethinking STS and NLI in Large Language Models Yuxia Wang Minghan Wang Preslav Nakov LRM 20 3 0 16 Sep 2023
PromptASR for contextualized ASR with controllable style Xiaoyu Yang Wei Kang Zengwei Yao Yifan Yang Liyong Guo Fangjun Kuang Long Lin Daniel Povey 36 9 0 14 Sep 2023
Characterizing Latent Perspectives of Media Houses Towards Public Figures S. Srivatsa Srinath Srinivasa 20 0 0 12 Sep 2023
FuzzLLM: A Novel and Universal Fuzzing Framework for Proactively Discovering Jailbreak Vulnerabilities in Large Language Models Dongyu Yao Jianshu Zhang Ian G. Harris Marcel Carlsson 32 30 0 11 Sep 2023
Beyond Traditional Teaching: The Potential of Large Language Models and Chatbots in Graduate Engineering Education M. Abedi Ibrahem Alshybani M. Shahadat M. Murillo 46 13 0 09 Sep 2023
Large Language Models as Optimizers Chengrun Yang Xuezhi Wang Yifeng Lu Hanxiao Liu Quoc V. Le Denny Zhou Xinyun Chen ODL 43 379 0 07 Sep 2023
Exploiting Language Models as a Source of Knowledge for Cognitive Agents James R. Kirk Robert E. Wray John E. Laird ELM 40 12 0 05 Sep 2023
Enhance Multi-domain Sentiment Analysis of Review Texts through Prompting Strategies Yajing Wang Zongwei Luo LRM 19 5 0 05 Sep 2023
Towards Foundational AI Models for Additive Manufacturing: Language Models for G-Code Debugging, Manipulation, and Comprehension Anushrut Jignasu Kelly O. Marshall Baskar Ganapathysubramanian Aditya Balu Chinmay Hegde A. Krishnamurthy ELM AI4CE 27 6 0 04 Sep 2023
Large Language Models on the Chessboard: A Study on ChatGPT's Formal Language Comprehension and Complex Reasoning Skills Mu-Tien Kuo Chih-Chung Hsueh Richard Tzong-Han Tsai ELM ReLM LRM 21 6 0 29 Aug 2023
Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance Lefteris Loukas Ilias Stogiannidis Prodromos Malakasiotis Stavros Vassos 26 19 0 28 Aug 2023
TextrolSpeech: A Text Style Control Speech Corpus With Codec Language Text-to-Speech Models Shengpeng Ji Jia-li Zuo Minghui Fang Ziyue Jiang Feiyang Chen Xinyu Duan Baoxing Huai Zhou Zhao 38 36 0 28 Aug 2023