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
WavReward: Spoken Dialogue Models With Generalist Reward Evaluators Shengpeng Ji Tianle Liang Yong Li Jialong Zuo Minghui Fang ... Xize Cheng Siqi Zheng Jin Xu Junyang Lin Zhou Zhao AuLLM ALM 33 0 0 14 May 2025
Towards Contamination Resistant Benchmarks Rahmatullah Musawi Sheng Lu 42 0 0 13 May 2025
Leveraging Generative AI Through Prompt Engineering and Rigorous Validation to Create Comprehensive Synthetic Datasets for AI Training in Healthcare Polycarp Nalela SyDa 46 0 0 29 Apr 2025
Coreference Resolution for Vietnamese Narrative Texts Hieu-Dai Tran Duc-Vu Nguyen Ngan Luu-Thuy Nguyen 49 0 0 28 Apr 2025
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey Aoran Gan Hao Yu Kai Zhang Qi Liu Wenyu Yan Zhenya Huang Shiwei Tong Guoping Hu RALM 3DV 43 0 0 21 Apr 2025
Do Prompt Patterns Affect Code Quality? A First Empirical Assessment of ChatGPT-Generated Code Antonio Della Porta Stefano Lambiase Fabio Palomba 24 0 0 18 Apr 2025
Trusting CHATGPT: how minor tweaks in the prompts lead to major differences in sentiment classification Jaime E. Cuellar Oscar Moreno-Martinez Paula Sofia Torres-Rodriguez Jaime Andres Pavlich-Mariscal Andres Felipe Mican-Castiblanco Juan Guillermo Torres-Hurtado 38 0 0 16 Apr 2025
Automated Business Process Analysis: An LLM-Based Approach to Value Assessment William De Michele Abel Armas Cervantes Lea Frermann 30 0 0 09 Apr 2025
Robot-Led Vision Language Model Wellbeing Assessment of Children N. I. Abbasi Fethiye Irmak Dogan Guy Laban Joanna Anderson Tamsin Ford Peter B. Jones Hatice Gunes 37 0 0 03 Apr 2025
Automated Explanation of Machine Learning Models of Footballing Actions in Words Pegah Rahimian Jernej Flisar David Sumpter 38 0 0 01 Apr 2025
Artificial Conversations, Real Results: Fostering Language Detection with Synthetic Data Fatemeh Mohammadi Tommaso Romano S. Maghool Paolo Ceravolo SyDa 60 0 0 31 Mar 2025
Exploring GPT-4 for Robotic Agent Strategy with Real-Time State Feedback and a Reactive Behaviour Framework Thomas O'Brien Ysobel Sims LLMAG 43 2 0 30 Mar 2025
When Debate Fails: Bias Reinforcement in Large Language Models Jihwan Oh Minchan Jeong Jongwoo Ko Se-Young Yun LLMAG AI4CE 49 0 0 21 Mar 2025
Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't Quy-Anh Dang Chris Ngo OffRL LRM 52 11 0 20 Mar 2025
DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective Dengyun Peng Yuhang Zhou Qiguang Chen Jinhao Liu Jingjing Chen L. Qin 61 0 0 17 Mar 2025
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation Mayank Kumar Jinbao Xue Mengxin Zheng Qian Lou 68 2 0 15 Mar 2025
Prompt Sentiment: The Catalyst for LLM Change Vishal Gandhi Sagar Gandhi 52 1 0 14 Mar 2025
Chain-of-Thought Reasoning In The Wild Is Not Always Faithful Iván Arcuschin Jett Janiak Robert Krzyzanowski Senthooran Rajamanoharan Neel Nanda Arthur Conmy LRM ReLM 63 10 0 11 Mar 2025
Evaluating open-source Large Language Models for automated fact-checking Nicoló Fontana Francesco Corso Enrico Zuccolotto Francesco Pierri HILM 62 0 0 07 Mar 2025
LLMs' Reshaping of People, Processes, Products, and Society in Software Development: A Comprehensive Exploration with Early Adopters Benyamin Tabarsi Heidi Reichert Ally Limke Sandeep Kuttal Tiffany Barnes 38 1 0 06 Mar 2025
The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats William Brach Kristián Košťál Michal Ries 236 0 0 04 Mar 2025
Compositional Reasoning with Transformers, RNNs, and Chain of Thought Gilad Yehudai Noah Amsel Joan Bruna LRM 62 1 0 03 Mar 2025
Do LLMs exhibit demographic parity in responses to queries about Human Rights? Rafiya Javed Jackie Kay David Yanni Abdullah Zaini Anushe Sheikh Maribeth Rauh Iason Gabriel Laura Weidinger 59 0 0 26 Feb 2025
Multi-Perspective Data Augmentation for Few-shot Object Detection Anh-Khoa Nguyen Vu Quoc-Truong Truong Vinh-Tiep Nguyen T. Ngo Thanh-Toan Do Tam V. Nguyen 77 1 0 25 Feb 2025
Representation Engineering for Large-Language Models: Survey and Research Challenges Lukasz Bartoszcze Sarthak Munshi Bryan Sukidi Jennifer Yen Zejia Yang David Williams-King Linh Le Kosi Asuzu Carsten Maple 102 0 0 24 Feb 2025
Task-driven Layerwise Additive Activation Intervention Hieu Trung Nguyen Bao Nguyen Binh Nguyen V. Nguyen KELM 56 0 0 10 Feb 2025
Context information can be more important than reasoning for time series forecasting with a large language model Janghoon Yang AI4TS LRM 39 1 0 08 Feb 2025
IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Aissatou Diallo Antonis Bikakis Luke Dickens Anthony Hunter Rob Miller LRM 36 0 0 05 Feb 2025
FinBloom: Knowledge Grounding Large Language Model with Real-time Financial Data Ankur Sinha Chaitanya Agarwal P. Malo AIFin 47 0 0 04 Feb 2025
Advanced Weakly-Supervised Formula Exploration for Neuro-Symbolic Mathematical Reasoning Yuxuan Wu Hideki Nakayama NAI 58 1 0 02 Feb 2025
Multilingual State Space Models for Structured Question Answering in Indic Languages A. Vats Rahul Raja Mrinal Mathur Vinija Jain Aman Chadha 72 1 0 01 Feb 2025
Turbulence: Systematically and Automatically Testing Instruction-Tuned Large Language Models for Code Shahin Honarvar Mark van der Wilk Alastair Donaldson 80 6 0 28 Jan 2025
From Critique to Clarity: A Pathway to Faithful and Personalized Code Explanations with Large Language Models Zexing Xu Zhuang Luo Yichuan Li Kyumin Lee S. Rasoul Etesami 53 0 0 28 Jan 2025
Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Xinyao Ma Rui Zhu Zihao Wang Jingwei Xiong Qingyu Chen Haixu Tang L. Jean Camp Lucila Ohno-Machado LM&MA 46 0 0 12 Jan 2025
Out-of-distribution generalization via composition: a lens through induction heads in Transformers Jiajun Song Zhuoyan Xu Yiqiao Zhong 88 4 0 31 Dec 2024
Fearful Falcons and Angry Llamas: Emotion Category Annotations of Arguments by Humans and LLMs Lynn Greschner Roman Klinger 92 2 0 20 Dec 2024
Language verY Rare for All Ibrahim Merad Amos Wolf Ziad Mazzawi Yannick Léo 77 0 0 18 Dec 2024
Unlocking LLMs: Addressing Scarce Data and Bias Challenges in Mental Health Vivek Kumar Eirini Ntoutsi Pushpraj Singh Rajawat Giacomo Medda Diego Reforgiato Recupero AI4MH 86 0 0 17 Dec 2024
No Free Lunch for Defending Against Prefilling Attack by In-Context Learning Zhiyu Xue Guangliang Liu Bocheng Chen K. Johnson Ramtin Pedarsani AAML 73 0 0 13 Dec 2024
M6: Multi-generator, Multi-domain, Multi-lingual and cultural, Multi-genres, Multi-instrument Machine-Generated Music Detection Databases Yupei Li Hanqian Li Lucia Specia Björn Schuller 105 3 0 08 Dec 2024
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data Nabin Khanal Chun Meng Yu Jui-Cheng Chiu Anav Chaudhary Ziyue Zhang K. Katija A. Forbes AI4CE 76 4 0 03 Dec 2024
Generative AI Literacy: Twelve Defining Competencies Ravinithesh Annapureddy Alessandro Fornaroli Daniel Gatica-Perez 124 20 0 29 Nov 2024
The Performance of the LSTM-based Code Generated by Large Language Models (LLMs) in Forecasting Time Series Data Saroj Gopali Sima Siami-Namini Faranak Abri A. Namin 67 3 0 27 Nov 2024
ASSERTIFY: Utilizing Large Language Models to Generate Assertions for Production Code Mohammad Jalili Torkamani Abhinav Sharma Nikita Mehrotra Rahul Purandare 71 0 0 25 Nov 2024
$The Two-Hop Curse: LLMs trained on A$\rightarrow$B, B$\rightarrow$C fail to learn A$\rightarrow$C$ The Two-Hop Curse: LLMs trained on A $\rightarrow$ B, B $\rightarrow$ C fail to learn A $\rightarrow$ C Mikita Balesni Tomek Korbak Owain Evans ReLM LRM 84 0 0 25 Nov 2024
Instruct or Interact? Exploring and Eliciting LLMs' Capability in Code Snippet Adaptation Through Prompt Engineering Tanghaoran Zhang Yue Yu Xinjun Mao Shangwen Wang Kang Yang Yao Lu Zhang Zhang Yuxin Zhao 76 1 0 23 Nov 2024
Next-Generation Phishing: How LLM Agents Empower Cyber Attackers Khalifa Afane Wenqi Wei Ying Mao Junaid Farooq Juntao Chen 83 4 0 21 Nov 2024
A dataset of questions on decision-theoretic reasoning in Newcomb-like problems Caspar Oesterheld Emery Cooper Miles Kodama Linh Chi Nguyen Ethan Perez 39 1 0 15 Nov 2024
PTR: Precision-Driven Tool Recommendation for Large Language Models Hang Gao Yongfeng Zhang KELM 46 0 0 14 Nov 2024
A Practical Guide to Fine-tuning Language Models with Limited Data Márton Szép Daniel Rueckert Rüdiger von Eisenhart-Rothe Florian Hinterwimmer SyDa ALM 49 2 0 14 Nov 2024