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
CorrSynth -- A Correlated Sampling Method for Diverse Dataset Generation from LLMs Suhas S Kowshik Abhishek Divekar Vijit Malik SyDa 37 0 0 13 Nov 2024
Evaluating Large Language Models on Financial Report Summarization: An Empirical Study Xinqi Yang Scott Zang Yong Ren Dingjie Peng Zheng Wen 42 0 0 11 Nov 2024
Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? Daniel P. Jeong Saurabh Garg Zachary Chase Lipton Michael Oberst LM&MA VLM ELM 39 9 0 06 Nov 2024
Knowledge Distillation Using Frontier Open-source LLMs: Generalizability and the Role of Synthetic Data Anup Shirgaonkar Nikhil Pandey Nazmiye Ceren Abay Tolga Aktas Vijay Aski ALM SyDa 34 0 0 24 Oct 2024
In Context Learning and Reasoning for Symbolic Regression with Large Language Models Samiha Sharlin Tyler R. Josephson ReLM LLMAG LRM 47 1 0 22 Oct 2024
Self-Explained Keywords Empower Large Language Models for Code Generation Lishui Fan Mouxiang Chen Zhongxin Liu 45 1 0 21 Oct 2024
SPRIG: Improving Large Language Model Performance by System Prompt Optimization Lechen Zhang Tolga Ergen Lajanugen Logeswaran Moontae Lee David Jurgens LRM 59 8 0 18 Oct 2024
CausalChat: Interactive Causal Model Development and Refinement Using Large Language Models Yanming Zhang Akshith Kota Eric Papenhausen Klaus Mueller KELM 21 0 0 18 Oct 2024
Large Language Models as Narrative-Driven Recommenders Lukas Eberhard Thorsten Ruprechter Denis Helic LRM 29 0 0 17 Oct 2024
Prompt Compression for Large Language Models: A Survey Zongqian Li Yinhong Liu Yixuan Su Nigel Collier MQ 55 11 0 16 Oct 2024
Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation Saiful Islam Salim Rubin Yuchan Yang Alexander Cooper Suryashree Ray Saumya Debray Sazzadur Rahaman AAML 47 0 0 12 Oct 2024
Words as Beacons: Guiding RL Agents with High-Level Language Prompts Unai Ruiz-Gonzalez Alain Andres Pedro G. Bascoy Javier Del Ser 30 0 0 11 Oct 2024
In-Context Code-Text Learning for Bimodal Software Engineering Xunzhu Tang Liran Wang Yonghui Liu Linzheng Chai Jian Yang Zhoujun Li Haoye Tian Jacques Klein Tegawende F. Bissyande 35 0 0 08 Oct 2024
Enriching Ontologies with Disjointness Axioms using Large Language Models Elias Crum Antonio De Santis Manon Ovide Jiaxin Pan Alessia Pisu Nicolas Lazzari Sebastian Rudolph 28 0 0 04 Oct 2024
PersoBench: Benchmarking Personalized Response Generation in Large Language Models Saleh Afzoon Usman Naseem Amin Beheshti Zahra Jamali 39 1 0 04 Oct 2024
A Dutch Financial Large Language Model Sander Noels Jorne De Blaere Tijl De Bie 31 0 0 03 Oct 2024
POSIX: A Prompt Sensitivity Index For Large Language Models Anwoy Chatterjee H. S. V. N. S. K. Renduchintala S. Bhatia Tanmoy Chakraborty AAML 39 7 0 03 Oct 2024
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure Romain Puech Jakub Macina Julia Chatain Mrinmaya Sachan Manu Kapur AI4Ed 48 1 0 03 Oct 2024
Repurposing Foundation Model for Generalizable Medical Time Series Classification Nan Huang Haishuai Wang Zihuai He Marinka Zitnik Xiang Zhang AI4TS OOD 31 1 0 03 Oct 2024
Financial Sentiment Analysis on News and Reports Using Large Language Models and FinBERT Yanxin Shen Pulin Kirin Zhang AIFin 34 11 0 02 Oct 2024
The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving Systems Linke Song Zixuan Pang Wenhao Wang Zihao Wang XiaoFeng Wang Hongbo Chen Wei Song Yier Jin Dan Meng Rui Hou 56 7 0 30 Sep 2024
The application of GPT-4 in grading design university students' assignment and providing feedback: An exploratory study Qian Huang Thijs Willems King Wang Poon 26 0 0 26 Sep 2024
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection Matteo Zecchin Sangwoo Park Osvaldo Simeone LM&MA 77 3 0 24 Sep 2024
Steward: Natural Language Web Automation Brian Tang Kang G. Shin LLMAG 34 1 0 23 Sep 2024
Visualizationary: Automating Design Feedback for Visualization Designers using LLMs Sungbok Shin Sanghyun Hong Niklas Elmqvist 44 0 0 19 Sep 2024
Choosing Between an LLM versus Search for Learning: A HigherEd Student Perspective Rahul R. Divekar Sophia Guerra Lisette Gonzalez Natasha Boos 21 1 0 19 Sep 2024
From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models Shengsheng Qian Zuyi Zhou Dizhan Xue Bing Wang Changsheng Xu LRM 39 1 0 19 Sep 2024
Towards Fairer Health Recommendations: finding informative unbiased samples via Word Sense Disambiguation Gavin Butts Pegah Emdad Jethro Lee Shannon Song Chiman Salavati Willmar Sosa Diaz Shiri Dori-Hacohen Fabricio Murai FaML 23 0 0 11 Sep 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 45 12 0 11 Sep 2024
User Preferences for Large Language Model versus Template-Based Explanations of Movie Recommendations: A Pilot Study Julien Albert Martin Balfroid Miriam Doh Jérémie Bogaert L. L. Fisca Liesbet De Vos Bryan Renard Vincent Stragier Emmanuel Jean LRM 26 0 0 10 Sep 2024
Focus Agent: LLM-Powered Virtual Focus Group Taiyu Zhang Xuesong Zhang Robbe Cools Adalberto L. Simeone LLMAG 29 1 0 03 Sep 2024
Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs Zhuo Li Yuhao Du Jinpeng Hu Xiang Wan Anningzhe Gao 34 2 0 03 Sep 2024
Bridging the gap between natural user expression with complex automation programming in smart homes Yingtian Shi Xiaoyi Liu Chun Yu Tianao Yang Cheng Gao Chen Liang Yuanchun Shi 32 0 0 22 Aug 2024
Integrating Large Language Models and Knowledge Graphs for Extraction and Validation of Textual Test Data Zili Wang Marco Balduini Federico De Santis Andrea Proia Arsenio Leo Marco Brambilla Shiming Xiang 32 2 0 03 Aug 2024
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost Sania Nayab Giulio Rossolini Giorgio Buttazzo Nicolamaria Manes F. Giacomelli Nicolamaria Manes Fabrizio Giacomelli LRM 62 27 0 29 Jul 2024
Optimizing Numerical Estimation and Operational Efficiency in the Legal Domain through Large Language Models Jia-Hong Huang Chao-Chun Yang Yixian Shen A. M. Pacces Evangelos Kanoulas ELM AILaw 57 6 0 26 Jul 2024
Text-Augmented Multimodal LLMs for Chemical Reaction Condition Recommendation Yu Zhang Ruijie Yu Kaipeng Zeng Ding Li Feng Zhu Xiaokang Yang Yaohui Jin Yanyan Xu 43 2 0 21 Jul 2024
When Qualitative Research Meets Large Language Model: Exploring the Potential of QualiGPT as a Tool for Qualitative Coding He Zhang Chuhao Wu Jingyi Xie Fiona Rubino Sydney Graver ChanMin Kim John M. Carroll Jie Cai 41 4 0 20 Jul 2024
Open Artificial Knowledge Vadim Borisov Richard H. Schreiber 53 0 0 19 Jul 2024
ChatLogic: Integrating Logic Programming with Large Language Models for Multi-Step Reasoning Zhongsheng Wang Jiamou Liu Qiming Bao Hongfei Rong Jingfeng Zhang KELM LRM 48 4 0 14 Jul 2024
AutoGRAMS: Autonomous Graphical Agent Modeling Software Ben Krause Lucia Chen Emmanuel Kahembwe 45 1 0 14 Jul 2024
Prompting Techniques for Secure Code Generation: A Systematic Investigation Catherine Tony Nicolás E. Díaz Ferreyra Markus Mutas Salem Dhiff Riccardo Scandariato SILM 79 9 0 09 Jul 2024
Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation Tianyu Wang Nianjun Zhou Zhixiong Chen 34 9 0 07 Jul 2024
Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application Chuanpeng Yang Wang Lu Yao Zhu Yidong Wang Qian Chen Chenlong Gao Bingjie Yan Yiqiang Chen ALM KELM 46 23 0 02 Jul 2024
Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement Zisu Huang Xiaohua Wang Feiran Zhang Zhibo Xu Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang AAML LRM 40 4 0 01 Jul 2024
Paraphrase Types Elicit Prompt Engineering Capabilities Jan Philip Wahle Terry Ruas Yang Xu Bela Gipp 36 5 0 28 Jun 2024
JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models Haibo Jin Leyang Hu Xinuo Li Peiyan Zhang Chonghan Chen Jun Zhuang Haohan Wang PILM 36 26 0 26 Jun 2024
UniCoder: Scaling Code Large Language Model via Universal Code Tao Sun Linzheng Chai Jian Yang Yuwei Yin Hongcheng Guo Jiaheng Liu Bing Wang Liqun Yang Zhoujun Li OffRL LRM 68 16 0 24 Jun 2024
V-RECS, a Low-Cost LLM4VIS Recommender with Explanations, Captioning and Suggestions L. Podo M. Angelini Paola Velardi 53 1 0 21 Jun 2024
SeCoKD: Aligning Large Language Models for In-Context Learning with Fewer Shots Weixing Wang Haojin Yang Christoph Meinel 40 0 0 20 Jun 2024