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
Prompt2Model: Generating Deployable Models from Natural Language Instructions Vijay Viswanathan Chenyang Zhao Amanda Bertsch Tongshuang Wu Graham Neubig 33 36 0 23 Aug 2023
PACE: Improving Prompt with Actor-Critic Editing for Large Language Model Yihong Dong Kangcheng Luo Xue Jiang Zhi Jin Ge Li LRM KELM 36 9 0 19 Aug 2023
A Preliminary Study on a Conceptual Game Feature Generation and Recommendation System M. Charity Yash Bhartia Daniel Zhang Ahmed Khalifa Julian Togelius LLMAG 16 6 0 16 Aug 2023
Cumulative Reasoning with Large Language Models Yifan Zhang Jingqin Yang Yang Yuan Andrew Chi-Chih Yao ReLM ELM LRM AI4CE 42 69 0 08 Aug 2023
LARCH: Large Language Model-based Automatic Readme Creation with Heuristics Yuta Koreeda Terufumi Morishita Osamu Imaichi Yasuhiro Sogawa VLM 37 2 0 06 Aug 2023
Evaluating ChatGPT text-mining of clinical records for obesity monitoring I. S. Fins Heather Davies Sean Farrell Jose R.Torres Gina Pinchbeck A. Radford University of Las Palmas de Gran Canaria AI4MH LM&MA 11 1 0 03 Aug 2023
Holy Grail 2.0: From Natural Language to Constraint Models Dimosthenis C. Tsouros Hélène Verhaeghe Serdar Kadiouglu Tias Guns 37 12 0 03 Aug 2023
"It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models Qian Wan Si-Yuan Hu Yu Zhang Pi-Hui Wang Bo Wen Zhicong Lu HAI LRM 32 28 0 20 Jul 2023
Multi-Method Self-Training: Improving Code Generation With Text, And Vice Versa Shriyash Upadhyay Etan Ginsberg SyDa LRM 29 0 0 20 Jul 2023
PromptCrafter: Crafting Text-to-Image Prompt through Mixed-Initiative Dialogue with LLM Seungho Baek Hyerin Im Jiseung Ryu Juhyeong Park T. Lee DiffM 27 10 0 18 Jul 2023
Question Decomposition Improves the Faithfulness of Model-Generated Reasoning Ansh Radhakrishnan Karina Nguyen Anna Chen Carol Chen Carson E. Denison ... Zac Hatfield-Dodds Jared Kaplan J. Brauner Sam Bowman Ethan Perez ReLM LRM HILM 35 85 0 17 Jul 2023
MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots Gelei Deng Yi Liu Yuekang Li Kailong Wang Ying Zhang Zefeng Li Haoyu Wang Tianwei Zhang Yang Liu SILM 37 118 0 16 Jul 2023
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks Zhaofeng Wu Linlu Qiu Alexis Ross Ekin Akyürek Boyuan Chen Bailin Wang Najoung Kim Jacob Andreas Yoon Kim LRM ReLM 58 197 0 05 Jul 2023
ProPILE: Probing Privacy Leakage in Large Language Models Siwon Kim Sangdoo Yun Hwaran Lee Martin Gubri Sungroh Yoon Seong Joon Oh PILM 386 97 3 04 Jul 2023
Prompt Middleware: Mapping Prompts for Large Language Models to UI Affordances Stephen MacNeil Andrew Tran Joanne Kim Ziheng Huang Seth Bernstein Dan Mogil 24 14 0 03 Jul 2023
Large Language and Text-to-3D Models for Engineering Design Optimization Thiago Rios Stefan Menzel B. Sendhoff AI4CE 24 9 0 03 Jul 2023
Stay on topic with Classifier-Free Guidance Guillaume Sanchez Honglu Fan Alexander Spangher Elad Levi Pawan Sasanka Ammanamanchi Stella Biderman 3DV 32 47 0 30 Jun 2023
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias Yue Yu Yuchen Zhuang Jieyu Zhang Yu Meng Alexander Ratner Ranjay Krishna Jiaming Shen Chao Zhang ALM 44 207 0 28 Jun 2023
Paradigm Shift in Sustainability Disclosure Analysis: Empowering Stakeholders with CHATREPORT, a Language Model-Based Tool Jingwei Ni J. Bingler Chiara Colesanti-Senni Mathias Kraus Glen Gostlow ... Qian Wang Nicolas Webersinke Tobias Wekhof Ting Yu Markus Leippold 17 3 0 27 Jun 2023
Language models are weak learners Hariharan Manikandan Yiding Jiang J Zico Kolter 38 16 0 25 Jun 2023
DiversiGATE: A Comprehensive Framework for Reliable Large Language Models Shima Imani Ali Beyram H. Shrivastava 29 1 0 22 Jun 2023
Apolitical Intelligence? Auditing Delphi's responses on controversial political issues in the US J. H. Rystrøm 19 0 0 22 Jun 2023
Thrilled by Your Progress! Large Language Models (GPT-4) No Longer Struggle to Pass Assessments in Higher Education Programming Courses Jaromír Šavelka Arav Agarwal Marshall An Chris Bogart M. Sakr ELM 58 106 0 15 Jun 2023
Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis James R. Kirk R. Wray Peter Lindes John E. Laird LLMAG 36 3 0 11 Jun 2023
Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models Fobo Shi Peijun Qing Ke Wang Nan Wang Youbo Lei H. Lu Xiaodong Lin Duantengchuan Li VLM ReLM LLMAG LRM 34 11 0 06 Jun 2023
ChatGPT as a mapping assistant: A novel method to enrich maps with generative AI and content derived from street-level photographs Levente Juhász P. Mooney H. Hochmair Boyuan Guan 26 19 0 05 Jun 2023
Computing Education in the Era of Generative AI Paul Denny James Prather Brett A. Becker James Finnie-Ansley Arto Hellas Juho Leinonen Andrew Luxton-Reilly B. Reeves E. Santos Sami Sarsa 26 171 0 05 Jun 2023
SpeechGen: Unlocking the Generative Power of Speech Language Models with Prompts Haibin Wu Kai-Wei Chang Yuan-Kuei Wu Hung-yi Lee 33 22 0 03 Jun 2023
Utilizing ChatGPT to Enhance Clinical Trial Enrollment Georgios Peikos S. Symeonidis Pranav Kasela G. Pasi LM&MA 32 12 0 03 Jun 2023
Multi-Dimensional Evaluation of Text Summarization with In-Context Learning Sameer Jain Vaishakh Keshava Swarnashree Mysore Sathyendra Patrick Fernandes Pengfei Liu Graham Neubig Chunting Zhou ELM 16 35 0 01 Jun 2023
Exploring EFL students' prompt engineering in human-AI story writing: an Activity Theory perspective David James Woo Kai Guo Hengky Susanto 25 7 0 01 Jun 2023
Scaling Evidence-based Instructional Design Expertise through Large Language Models Gautam Yadav AI4Ed 16 3 0 31 May 2023
ConES: Concept Embedding Search for Parameter Efficient Tuning Large Vision Language Models Huahui Yi Ziyuan Qin Wei Xu Miaotian Guo Kun Wang Shaoting Zhang Kang Li Qicheng Lao VLM 27 0 0 30 May 2023
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER Amirhossein Layegh A. H. Payberah A. Soylu Dumitru Roman M. Matskin VLM 25 8 0 29 May 2023
Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations Wei-Lin Chen Cheng-Kuang Wu Yun-Nung Chen Hsin-Hsi Chen 29 27 0 24 May 2023
Tricking LLMs into Disobedience: Formalizing, Analyzing, and Detecting Jailbreaks Abhinav Rao S. Vashistha Atharva Naik Somak Aditya Monojit Choudhury 38 17 0 24 May 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 44 151 0 24 May 2023
Universal Self-Adaptive Prompting Xingchen Wan Ruoxi Sun Hootan Nakhost H. Dai Julian Martin Eisenschlos Sercan Ö. Arik Tomas Pfister LRM 38 9 0 24 May 2023
A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification Norbert Tihanyi Ridhi Jain Yiannis Charalambous M. Ferrag Youcheng Sun Lucas C. Cordeiro 28 48 0 24 May 2023
Vision + Language Applications: A Survey Yutong Zhou N. Shimada VLM 35 6 0 24 May 2023
Improving Factuality and Reasoning in Language Models through Multiagent Debate Yilun Du Shuang Li Antonio Torralba J. Tenenbaum Igor Mordatch LLMAG LRM 79 614 0 23 May 2023
Active Learning Principles for In-Context Learning with Large Language Models Katerina Margatina Timo Schick Nikolaos Aletras Jane Dwivedi-Yu 32 39 0 23 May 2023
Robust Prompt Optimization for Large Language Models Against Distribution Shifts Moxin Li Wenjie Wang Fuli Feng Yixin Cao Jizhi Zhang Tat-Seng Chua OffRL 42 15 0 23 May 2023
Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study Yi Liu Gelei Deng Zhengzi Xu Yuekang Li Yaowen Zheng Ying Zhang Lida Zhao Tianwei Zhang Kailong Wang Yang Liu 32 435 0 23 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 41 6 0 21 May 2023
Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews Hye Sun Yun Iain J. Marshall T. Trikalinos Byron C. Wallace 26 16 0 19 May 2023
Prompting with Pseudo-Code Instructions Mayank Mishra Prince Kumar Riyaz Ahmad Bhat V. Rudramurthy Danish Contractor Srikanth G. Tamilselvam 45 13 0 19 May 2023
Graphologue: Exploring Large Language Model Responses with Interactive Diagrams Peiling Jiang Jude Rayan Steven W. Dow Haijun Xia 32 100 0 19 May 2023
Hint of Thought prompting: an explainable and zero-shot approach to reasoning tasks with LLMs IokTong Lei Zhidong Deng ReLM RALM LRM 27 4 0 19 May 2023
Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency Lingfeng Shen Weiting Tan Boyuan Zheng Daniel Khashabi VLM 45 6 0 18 May 2023