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
Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM's Translation Capability Eleftheria Briakou Colin Cherry George F. Foster 20 55 0 17 May 2023
Symbol tuning improves in-context learning in language models Jerry W. Wei Le Hou Andrew Kyle Lampinen Xiangning Chen Da Huang ... Xinyun Chen Yifeng Lu Denny Zhou Tengyu Ma Quoc V. Le LRM 36 75 0 15 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 32 104 0 13 May 2023
Spear Phishing With Large Language Models Julian Hazell 22 46 0 11 May 2023
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models Hongyuan Lu Haoran Yang Haoyang Huang Dongdong Zhang Wai Lam Furu Wei LRM AI4CE 38 15 0 11 May 2023
Bits of Grass: Does GPT already know how to write like Whitman? Piotr Sawicki M. Grzes Fabrício Góes Daniel Brown Max Peeperkorn Aisha Khatun 22 10 0 10 May 2023
In-context Learning as Maintaining Coherency: A Study of On-the-fly Machine Translation Using Large Language Models Suzanna Sia Kevin Duh LRM 23 17 0 05 May 2023
Automatic Prompt Optimization with "Gradient Descent" and Beam Search Reid Pryzant Dan Iter Jerry Li Y. Lee Chenguang Zhu Michael Zeng 24 305 0 04 May 2023
GPTutor: a ChatGPT-powered programming tool for code explanation Eason Chen Ray Huang Han-Shin Chen Yuen-Hsien Tseng Liang-Yi Li 37 73 0 03 May 2023
Can ChatGPT Pass An Introductory Level Functional Language Programming Course? Shuai Wang Yihan Zhang Colette J. Shen J. Lian ELM 40 20 0 29 Apr 2023
Transferring Procedural Knowledge across Commonsense Tasks Yifan Jiang Filip Ilievski Kaixin Ma 33 2 0 26 Apr 2023
Inducing anxiety in large language models increases exploration and bias Julian Coda-Forno Kristin Witte Akshay K. Jagadish Marcel Binz Zeynep Akata Eric Schulz AI4CE 41 2 0 21 Apr 2023
Prompt-Learning for Cross-Lingual Relation Extraction Chiaming Hsu Changtong Zan Liang Ding Longyue Wang Xiaoting Wang Weifeng Liu Fu Lin Wenbin Hu LRM 36 5 0 20 Apr 2023
Towards a Benchmark for Scientific Understanding in Humans and Machines Kristian González Barman S. Caron Tom Claassen H. Regt 22 10 0 20 Apr 2023
Using Text-to-Image Generation for Architectural Design Ideation Ville Paananen J. Oppenlaender Aku Visuri DiffM 32 54 0 20 Apr 2023
VISAR: A Human-AI Argumentative Writing Assistant with Visual Programming and Rapid Draft Prototyping Zheng Zhang Jie Ying Gao Ranjodh Singh Dhaliwal Toby Jia-Jun Li 33 87 0 16 Apr 2023
Computational modeling of semantic change Nina Tahmasebi Haim Dubossarsky 34 6 0 13 Apr 2023
LINGO : Visually Debiasing Natural Language Instructions to Support Task Diversity Anjana Arunkumar Shubham Sharma Rakhi Agrawal Sriramakrishnan Chandrasekaran Chris Bryan 34 0 0 12 Apr 2023
chatClimate: Grounding Conversational AI in Climate Science S. Vaghefi Qian Wang V. Muccione Jingwei Ni Mathias Kraus ... Tobias Schimanski Chiara Colesanti-Senni Nicolas Webersinke Christrian Huggel Markus Leippold KELM AI4MH HILM 27 67 0 11 Apr 2023
Automated Reading Passage Generation with OpenAI's Large Language Model Ummugul Bezirhan M. Davier AI4Ed 21 23 0 10 Apr 2023
Towards Generating Functionally Correct Code Edits from Natural Language Issue Descriptions Sarah Fakhoury Saikat Chakraborty Madan Musuvathi Shuvendu K. Lahiri 38 21 0 07 Apr 2023
PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models Aditi Mishra Utkarsh Soni Anjana Arunkumar Jinbin Huang Bum Chul Kwon Chris Bryan LRM 31 33 0 04 Apr 2023
A Bibliometric Review of Large Language Models Research from 2017 to 2023 Lizhou Fan Lingyao Li Zihui Ma Sanggyu Lee Huizi Yu Libby Hemphill 45 149 0 03 Apr 2023
Eight Things to Know about Large Language Models Sam Bowman ALM 27 113 0 02 Apr 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Ge Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Guohao Li SyDa ALM 50 412 0 31 Mar 2023
DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents Varun Nair Elliot Schumacher Geoffrey Tso Anitha Kannan VLM 19 62 0 30 Mar 2023
Generate labeled training data using Prompt Programming and GPT-3. An example of Big Five Personality Classification Eason Chen 33 2 0 22 Mar 2023
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4 Zheng-Long Liu Yue Huang Xiao-Xing Yu Lu Zhang Zihao Wu ... Dinggang Shen Quanzheng Li Tianming Liu Dajiang Zhu Xiang Li LM&MA MedIm 33 171 0 20 Mar 2023
LLMSecEval: A Dataset of Natural Language Prompts for Security Evaluations Catherine Tony Markus Mutas Nicolás E. Díaz Ferreyra Riccardo Scandariato ELM 15 44 0 16 Mar 2023
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Yiming Tan Dehai Min Y. Li Wenbo Li Nan Hu Yongrui Chen Guilin Qi AI4MH ELM 49 95 0 14 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A Survey Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 33 27 0 14 Mar 2023
Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering J. Oppenlaender Rhema Linder Johanna M. Silvennoinen 21 73 0 13 Mar 2023
Exploring AI-Generated Text in Student Writing: How Does AI Help? David James Woo Hengky Susanto Chi Ho 楊志豪 Yeung Kai Guo April Ka Yeng Fung DeLMO 20 11 0 10 Mar 2023
Larger language models do in-context learning differently Jerry W. Wei Jason W. Wei Yi Tay Dustin Tran Albert Webson ... Xinyun Chen Hanxiao Liu Da Huang Denny Zhou Tengyu Ma ReLM LRM 49 354 0 07 Mar 2023
Prompt-Based Learning for Thread Structure Prediction in Cybersecurity Forums Kazuaki Kashihara Kuntal Kumar Pal Chitta Baral Robert P. Trevino 21 1 0 05 Mar 2023
MathPrompter: Mathematical Reasoning using Large Language Models Shima Imani Liang Du H. Shrivastava KELM ReLM LRM 17 194 0 04 Mar 2023
Mixture of Soft Prompts for Controllable Data Generation Derek Chen Celine Lee Yunan Lu Domenic Rosati Zhou Yu 117 23 0 02 Mar 2023
Fluid Transformers and Creative Analogies: Exploring Large Language Models' Capacity for Augmenting Cross-Domain Analogical Creativity Zijian Ding Arvind Srinivasan Stephen MacNeil Joel Chan 34 35 0 27 Feb 2023
Robot Behavior-Tree-Based Task Generation with Large Language Models Yue Cao C. S. Lee LM&Ro 20 28 0 24 Feb 2023
Guiding Large Language Models via Directional Stimulus Prompting Zekun Li Baolin Peng Pengcheng He Michel Galley Jianfeng Gao Xi Yan LLMAG LRM LM&Ro 40 95 0 22 Feb 2023
A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT Jules White Quchen Fu Sam Hays Michael Sandborn Carlos Olea Henry Gilbert Ashraf Elnashar Jesse Spencer-Smith Douglas C. Schmidt LLMAG 87 1,053 0 21 Feb 2023
RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressions Yunlong Wang Shuyuan Shen Brian Y. Lim 41 88 0 19 Feb 2023
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints Albert Lu Hongxin Zhang Yanzhe Zhang Xuezhi Wang Diyi Yang LRM 32 28 0 17 Feb 2023
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 48 196 0 16 Feb 2023
Dictionary-based Phrase-level Prompting of Large Language Models for Machine Translation Marjan Ghazvininejad Hila Gonen Luke Zettlemoyer 34 72 0 15 Feb 2023
An Empirical Evaluation of Using Large Language Models for Automated Unit Test Generation Max Schäfer Sarah Nadi A. Eghbali F. Tip LM&MA 36 229 0 13 Feb 2023
CatAlyst: Domain-Extensible Intervention for Preventing Task Procrastination Using Large Generative Models Riku Arakawa Hiromu Yakura Masataka Goto 28 23 0 11 Feb 2023
Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting Xi Ye Greg Durrett LRM ReLM 32 12 0 09 Feb 2023
Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models Hyeonho Jeong Gihyun Kwon Jong Chul Ye 40 20 0 08 Feb 2023
Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search? Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon 30 169 0 03 Feb 2023