Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

28 July 2021

Graham Neubig

Papers citing "Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing"

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Title
A Hierarchical Framework for Measuring Scientific Paper Innovation via Large Language Models Hongming Tan Shaoxiong Zhan Fengwei Jia Hai-Tao Zheng Wai Kin Victor Chan 79 0 0 20 Apr 2025
Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites Gabriel Santos Rita Julia Marcelo Nascimento 61 0 0 19 Apr 2025
LLM-Driven Usefulness Judgment for Web Search Evaluation Mouly Dewan Jiqun Liu Aditya Gautam Chirag Shah 128 1 0 19 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Yongqian Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 86 0 0 19 Apr 2025
Dynamic Compressing Prompts for Efficient Inference of Large Language Models Jinwu Hu Wentao Zhang Yufeng Wang Yu Hu Bin Xiao Mingkui Tan Qing Du 109 2 0 15 Apr 2025
You've Changed: Detecting Modification of Black-Box Large Language Models Alden Dima James R. Foulds Shimei Pan Philip G. Feldman 82 1 0 14 Apr 2025
On The Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora Kai-Wei Chang Chung-Ming Chien Yifan Peng Haibin Wu Yossi Adi Emmanuel Dupoux Hung-yi Lee Karen Livescu Shinji Watanabe 155 14 0 11 Apr 2025
Evaluating LLMs for Visualization Tasks Saadiq Rauf Khan Vinit Chandak Sougata Mukherjea 17 0 0 10 Apr 2025
Understanding Learner-LLM Chatbot Interactions and the Impact of Prompting Guidelines Cansu Koyuturk Emily Theophilou Sabrina Patania Gregor Donabauer Andrea Martinenghi ... Udo Kruschwitz D. Taibi Simona Amenta Martin Ruskov Dimitri Ognibene 134 0 0 10 Apr 2025
ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models Seonghwan Park Jaehyeon Jeong Yongjun Kim Jaeho Lee Namhoon Lee VLM 88 2 0 09 Apr 2025
Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction Xi Chen Mao Mao Shuo Li Haotian Shangguan LLMAG AILaw ELM 141 1 0 07 Apr 2025
TestDG: Test-time Domain Generalization for Continual Test-time Adaptation Sohyun Lee N. Kim Juwon Kang Seong Joon Oh Suha Kwak OOD TTA 199 0 0 07 Apr 2025
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation Jinyang Li Sangwon Hyun Muhammad Ali Babar 74 0 0 06 Apr 2025
Concept-based Rubrics Improve LLM Formative Assessment and Data Synthesis Yuchen Wei Dennis Pearl Matthew Beckman Rebecca J. Passonneau 56 0 0 04 Apr 2025
Can AI Master Construction Management (CM)? Benchmarking State-of-the-Art Large Language Models on CM Certification Exams Ruoxin Xiong Yanyu Wang Suat Gunhan Yimin Zhu Charles Berryman ELM 53 0 0 04 Apr 2025
Large (Vision) Language Models are Unsupervised In-Context Learners Artyom Gadetsky Andrei Atanov Yulun Jiang Zhitong Gao Ghazal Hosseini Mighan Amir Zamir Maria Brbić VLM MLLM LRM 279 0 0 03 Apr 2025
Augmenting Anonymized Data with AI: Exploring the Feasibility and Limitations of Large Language Models in Data Enrichment Stefano Cirillo Domenico Desiato Giuseppe Polese Monica Maria Lucia Sebillo Giandomenico Solimando 54 1 0 03 Apr 2025
PRISM-0: A Predicate-Rich Scene Graph Generation Framework for Zero-Shot Open-Vocabulary Tasks Abdelrahman Elskhawy Mengze Li Nassir Navab Benjamin Busam VLM 95 1 0 01 Apr 2025
A Theory of Machine Understanding via the Minimum Description Length Principle Canlin Zhang Xiuwen Liu 131 0 0 01 Apr 2025
Hyperspectral Adapter for Object Tracking based on Hyperspectral Video Long Gao Yunhe Zhang Langkun Chen Yan Jiang Weiying Xie Yunsong Li VOS 75 0 0 28 Mar 2025
Unlocking the Potential of Past Research: Using Generative AI to Reconstruct Healthcare Simulation Models Thomas Monks Alison Harper Amy Heather 94 0 0 27 Mar 2025
PHEONA: An Evaluation Framework for Large Language Model-based Approaches to Computational Phenotyping Sarah Pungitore Shashank Yadav Vignesh Subbian LM&MA 112 1 0 25 Mar 2025
Will LLMs be Professional at Fund Investment? DeepFund: A Live Arena Perspective Changlun Li Yao Shi Yuyu Luo Nan Tang AIFin 115 0 0 24 Mar 2025
PRECTR: A Synergistic Framework for Integrating Personalized Search Relevance Matching and CTR Prediction Rong Chen Shuzhi Cao Ailong He Shuguang Han Jufeng Chen 110 0 0 24 Mar 2025
Leveraging Large Language Models for Automated Causal Loop Diagram Generation: Enhancing System Dynamics Modeling through Curated Prompting Techniques Ning-Yuan Georgia Liu David R. Keith 73 1 0 23 Mar 2025
Generative Modeling of Class Probability for Multi-Modal Representation Learning Jungkyoo Shin Bumsoo Kim Eunwoo Kim 107 1 0 21 Mar 2025
VP-NTK: Exploring the Benefits of Visual Prompting in Differentially Private Data Synthesis Chia-Yi Hsu Jia-You Chen Yu-Lin Tsai Chih-Hsun Lin Pin-Yu Chen Chia-Mu Yu Chun-ying Huang 75 0 0 20 Mar 2025
Understanding the Generalization of In-Context Learning in Transformers: An Empirical Study Xingxuan Zhang Haoran Wang Jiansheng Li Yuan Xue Shikai Guan Renzhe Xu Hao Zou Han Yu Peng Cui 79 0 0 19 Mar 2025
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation Qingchen Tang Lei Fan Maurice Pagnucco Yang Song VLM 108 2 0 15 Mar 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 117 1 0 14 Mar 2025
Test-Time Training Provably Improves Transformers as In-context Learners Halil Alperen Gozeten M. E. Ildiz Xuechen Zhang Mahdi Soltanolkotabi Marco Mondelli Samet Oymak 146 3 0 14 Mar 2025
Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models Shaotian Yan Chen Shen Wenxiao Wang Liang Xie Junjie Liu Jieping Ye ReLM LRM 122 3 0 14 Mar 2025
Enhanced Continual Learning of Vision-Language Models with Model Fusion Haoyuan Gao Zicong Zhang Yuqi Wei Linglan Zhao Guilin Li Yuezun Li Linghe Kong Weiran Huang CLL VLM 381 0 0 12 Mar 2025
PromptMap: An Alternative Interaction Style for AI-Based Image Generation Krzysztof Adamkiewicz Paweł W. Woźniak Julia Dominiak Andrzej Romanowski Jakob Karolus Stanislav Frolov 137 1 0 12 Mar 2025
Exploring the Word Sense Disambiguation Capabilities of Large Language Models Pierpaolo Basile Lucia Siciliani Elio Musacchio Giovanni Semeraro 68 0 0 11 Mar 2025
Prompt2LVideos: Exploring Prompts for Understanding Long-Form Multimodal Videos Soumya Jahagirdar Jayasree Saha C. V. Jawahar 126 0 0 11 Mar 2025
Iterative Prompt Relocation for Distribution-Adaptive Visual Prompt Tuning Chikai Shang Mengke Li Yiqun Zhang Zhen Chen Jinlin Wu Fangqing Gu Yang Lu Yiu-ming Cheung VLM 111 0 0 10 Mar 2025
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model Yecong Wan Mingwen Shao Yuanshuo Cheng Jun Shu Shuigen Wang 95 0 0 08 Mar 2025
Benchmarking Large Language Models on Multiple Tasks in Bioinformatics NLP with Prompting Jiyue Jiang Pengan Chen Jinqiao Wang Dongchen He Ziqin Wei ... Yimin Fan Xiangyu Shi Jimeng Sun Chuan Wu Yuan Li LM&MA 121 3 0 06 Mar 2025
InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference Tianyu Cui Song-Jun Xu Artem Moskalev Shuwei Li Tommaso Mansi Mangal Prakash Rui Liao BDL 184 2 0 06 Mar 2025
Advancing Multimodal In-Context Learning in Large Vision-Language Models with Task-aware Demonstrations Yanshu Li 144 2 0 05 Mar 2025
The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats William Brach Kristián Košťál Michal Ries 482 0 0 04 Mar 2025
AxBERT: An Interpretable Chinese Spelling Correction Method Driven by Associative Knowledge Network Fanyu Wang Hangyu Zhu Zhenping Xie 76 0 0 04 Mar 2025
An Efficient Plugin Method for Metric Optimization of Black-Box Models Siddartha Devic Nurendra Choudhary Anirudh Srinivasan Sahika Genc Branislav Kveton Gaurush Hiranandani 83 0 0 03 Mar 2025
Provable Benefits of Task-Specific Prompts for In-context Learning Xiangyu Chang Yingcong Li Muti Kara Samet Oymak Amit K. Roy-Chowdhury 153 0 0 03 Mar 2025
Unsupervised Parameter Efficient Source-free Post-pretraining Abhishek Jha Tinne Tuytelaars Yuki M. Asano OOD 91 0 0 28 Feb 2025
An Extensive Evaluation of PDDL Capabilities in off-the-shelf LLMs Kaustubh Vyas D. Graux Sébastien Montella Pavlos Vougiouklis Ruofei Lai Keshuang Li Yang Ren Jeff Z. Pan LLMAG ELM 152 1 0 27 Feb 2025
Visual Adaptive Prompting for Compositional Zero-Shot Learning Kyle Stein A. Mahyari Guillermo A. Francia Eman El-Sheikh VLM CoGe 225 1 0 27 Feb 2025
Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems Pierre Peigne-Lefebvre Mikolaj Kniejski Filip Sondej Matthieu David J. Hoelscher-Obermaier Christian Schroeder de Witt Esben Kran 120 7 0 26 Feb 2025
Intent Tagging: Exploring Micro-Prompting Interactions for Supporting Granular Human-GenAI Co-Creation Workflows Frederic Gmeiner Nicolai Marquardt Michael Bentley Hugo Romat M. Pahud ... Asta Roseway Nikolas Martelaro Kenneth Holstein K. Hinckley N. Riche 79 1 0 26 Feb 2025