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
Pre-trained Prompt-driven Semi-supervised Local Community Detection Li Ni Hengkai Xu Lin Mu Yiwen Zhang Wenjian Luo 116 0 0 18 May 2025
The Ripple Effect: On Unforeseen Complications of Backdoor Attacks Rui Zhang Yun Shen Hongwei Li Wenbo Jiang Hanxiao Chen Yuan Zhang Guowen Xu Yang Zhang SILM AAML 124 0 0 16 May 2025
Interpretable Risk Mitigation in LLM Agent Systems Jan Chojnacki LLMAG 240 3 0 15 May 2025
Promoting SAM for Camouflaged Object Detection via Selective Key Point-based Guidance Guoying Liang Su Yang 172 0 0 14 May 2025
Evaluating GPT- and Reasoning-based Large Language Models on Physics Olympiad Problems: Surpassing Human Performance and Implications for Educational Assessment Paul Tschisgale Holger Maus Fabian Kieser Ben Kroehs Stefan Petersen Peter Wulff ELM LRM 254 3 0 14 May 2025
Prompt Engineering: How Prompt Vocabulary affects Domain Knowledge Dimitri Schreiter 174 2 0 10 May 2025
Causal Prompt Calibration Guided Segment Anything Model for Open-Vocabulary Multi-Entity Segmentation Wenwen Qiang Jianqi Zhang Jingyao Wang Changwen Zheng VLM 201 0 0 10 May 2025
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph Representation Learning Hang Gao Chenhao Zhang Tie Wang Junsuo Zhao Fengge Wu Changwen Zheng Huaping Liu LRM 309 0 0 09 May 2025
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification Ruxue Shi Hengrui Gu Xu Shen Xin Wang LMTD 625 0 0 09 May 2025
Learning Knowledge-based Prompts for Robust 3D Mask Presentation Attack Detection Fangling Jiang Qi Li Bing Liu Weining Wang Caifeng Shan Zhenan Sun Ming-Hsuan Yang 606 0 0 06 May 2025
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning Rui Lv Zhenru Zhang Kai Zhang Qi Liu Weibo Gao Jing Liu Jiaxia Yan Linan Yue Fangzhou Yao 615 1 0 04 May 2025
Towards High-Fidelity Synthetic Multi-platform Social Media Datasets via Large Language Models Henry Tari Nojus Sereiva Rishabh Kaushal T. Bertaglia Adriana Iamnitchi 109 0 0 02 May 2025
Reasoning Capabilities and Invariability of Large Language Models Alessandro Raganato Rafael Peñaloza Marco Viviani G. Pasi ReLM LRM 193 0 0 01 May 2025
Knowledge-augmented Pre-trained Language Models for Biomedical Relation Extraction Mario Sanger Ulf Leser 145 1 0 01 May 2025
LLM-based Interactive Imitation Learning for Robotic Manipulation Jonas Werner Kun-Mo Chu C. Weber S. Wermter 261 1 0 30 Apr 2025
XBreaking: Explainable Artificial Intelligence for Jailbreaking LLMs Marco Arazzi Vignesh Kumar Kembu Antonino Nocera V. P. 256 1 0 30 Apr 2025
Coreference Resolution for Vietnamese Narrative Texts Hieu-Dai Tran Duc-Vu Nguyen Ngan Luu-Thuy Nguyen 121 1 0 28 Apr 2025
Selecting the Right LLM for eGov Explanations Lior Limonad Fabiana Fournier Hadar Mulian George Manias Spiros Borotis Danai Kyrkou 122 1 0 27 Apr 2025
E-InMeMo: Enhanced Prompting for Visual In-Context Learning Jiahao Zhang Bowen Wang Hong Liu Liangzhi Li Yuta Nakashima Hajime Nagahara VLM 266 1 0 25 Apr 2025
Application and Optimization of Large Models Based on Prompt Tuning for Fact-Check-Worthiness Estimation Yinglong Yu Hao Shen Zhengyi Lyu Qi He 618 0 0 25 Apr 2025
A Comprehensive Survey of Synthetic Tabular Data Generation Ruxue Shi Yili Wang Mengnan Du Xu Shen Yi Chang Xin Wang 361 9 0 23 Apr 2025
Few-shot Hate Speech Detection Based on the MindSpore Framework Zhenkai Qin Dongze Wu Yuxin Liu Guifang Yang 154 2 0 22 Apr 2025
CAPO: Cost-Aware Prompt Optimization Tom Zehle Moritz Schlager Timo Heiß Matthias Feurer VLM 311 0 0 22 Apr 2025
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 104 0 0 20 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 163 0 0 19 Apr 2025
Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites Gabriel Santos Rita Julia Marcelo Nascimento 116 0 0 19 Apr 2025
LLM-Driven Usefulness Judgment for Web Search Evaluation Mouly Dewan Jiqun Liu Aditya Gautam Chirag Shah 161 1 0 19 Apr 2025
Dynamic Compressing Prompts for Efficient Inference of Large Language Models Jinwu Hu Feiyu Xiong Yufeng Wang Yu Hu Bin Xiao Mingkui Tan Qing Du 174 3 0 15 Apr 2025
PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage Weinan Zhang Ju Jia Yang Liu Yihao Huang Xuzhao Li Cong Wu Lina Wang AAML 144 0 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 116 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 221 42 0 11 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 231 1 0 10 Apr 2025
Evaluating LLMs for Visualization Tasks Saadiq Rauf Khan Vinit Chandak Sougata Mukherjea 60 0 0 10 Apr 2025
Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion Jakub Podolak Leon Peric Mina Janicijevic Roxana Petcu 113 3 0 09 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 129 5 0 09 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 506 0 0 07 Apr 2025
Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction Xi Chen Mao Mao Shuo Li Haotian Shangguan LLMAG AILaw ELM 194 3 0 07 Apr 2025
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation Jinyang Li Sangwon Hyun Muhammad Ali Babar 110 1 0 06 Apr 2025
Concept-based Rubrics Improve LLM Formative Assessment and Data Synthesis Yuchen Wei Dennis Pearl Matthew Beckman Rebecca J. Passonneau 79 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 69 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 364 1 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 89 1 0 03 Apr 2025
A Theory of Machine Understanding via the Minimum Description Length Principle Canlin Zhang Xiuwen Liu 189 0 0 01 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 136 2 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 105 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 114 1 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 148 3 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 159 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 153 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 114 2 0 23 Mar 2025