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
Promoting SAM for Camouflaged Object Detection via Selective Key Point-based Guidance Guoying Liang Su Yang 26 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 35 0 0 14 May 2025
Causal Prompt Calibration Guided Segment Anything Model for Open-Vocabulary Multi-Entity Segmentation Jingyao Wang Jianqi Zhang Wenwen Qiang Changwen Zheng VLM 37 0 0 10 May 2025
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification Ruxue Shi Hengrui Gu Xu Shen Xin Wang LMTD 156 0 0 09 May 2025
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph Learning Hang Gao Chenhao Zhang Tie Wang Junsuo Zhao Fengge Wu Changwen Zheng Huaping Liu LRM 29 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 135 0 0 06 May 2025
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning Rui Lv Z. Zhang Kai Zhang Qi Liu Weibo Gao J. H. Liu Jiaxia Yan Linan Yue Fangzhou Yao 137 0 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 30 0 0 02 May 2025
Reasoning Capabilities and Invariability of Large Language Models Alessandro Raganato Rafael Peñaloza Marco Viviani G. Pasi ReLM LRM 82 0 0 01 May 2025
Knowledge-augmented Pre-trained Language Models for Biomedical Relation Extraction Mario Sanger Ulf Leser 45 0 0 01 May 2025
XBreaking: Explainable Artificial Intelligence for Jailbreaking LLMs Marco Arazzi Vignesh Kumar Kembu Antonino Nocera V. P. 82 0 0 30 Apr 2025
LLM-based Interactive Imitation Learning for Robotic Manipulation Jonas Werner Kun-Mo Chu C. Weber S. Wermter 86 0 0 30 Apr 2025
Coreference Resolution for Vietnamese Narrative Texts Hieu-Dai Tran Duc-Vu Nguyen Ngan Luu-Thuy Nguyen 44 0 0 28 Apr 2025
Selecting the Right LLM for eGov Explanations Lior Limonad Fabiana Fournier Hadar Mulian George Manias Spiros Borotis Danai Kyrkou 32 0 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 104 0 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 133 0 0 25 Apr 2025
A Comprehensive Survey of Synthetic Tabular Data Generation Ruxue Shi Yili Wang Mengnan Du Xu Shen Xin Wang 47 2 0 23 Apr 2025
Few-shot Hate Speech Detection Based on the MindSpore Framework Zhenkai Qin Dongze Wu Yuxin Liu Guifang Yang 24 0 0 22 Apr 2025
CAPO: Cost-Aware Prompt Optimization Tom Zehle Moritz Schlager Timo Heiß Matthias Feurer VLM 52 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 24 0 0 20 Apr 2025
Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites Gabriel Santos Rita Julia Marcelo Nascimento 29 0 0 19 Apr 2025
LLM-Driven Usefulness Judgment for Web Search Evaluation Mouly Dewan Jiqun Liu Aditya Gautam Chirag Shah 45 0 0 19 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Y. Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 36 0 0 19 Apr 2025
Dynamic Compressing Prompts for Efficient Inference of Large Language Models Jinwu Hu W. Zhang Yufeng Wang Yu Hu Bin Xiao Mingkui Tan Qing Du 24 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 35 0 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 52 2 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 48 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 44 0 0 09 Apr 2025
DiCoTTA: Domain-invariant Learning for Continual Test-time Adaptation Sohyun Lee N. Kim Juwon Kang Seong Joon Oh Suha Kwak 87 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 81 0 0 07 Apr 2025
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation Jinyang Li Sangwon Hyun Muhammad Ali Babar 23 0 0 06 Apr 2025
Concept-based Rubrics Improve LLM Formative Assessment and Data Synthesis Yuchen Wei Dennis Pearl Matthew Beckman Rebecca J. Passonneau 33 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 26 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 67 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 21 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 50 0 0 01 Apr 2025
Minimum Description Length of a Spectrum Variational Autoencoder: A Theory Canlin Zhang Xiuwen Liu 45 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 55 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 41 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 61 0 0 25 Mar 2025
DeepFund: Will LLM be Professional at Fund Investment? A Live Arena Perspective Changlun Li Yao Shi Yuyu Luo Nan Tang AIFin 49 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 39 1 0 23 Mar 2025
Generative Modeling of Class Probability for Multi-Modal Representation Learning Jungkyoo Shin Bumsoo Kim Eunwoo Kim 50 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 50 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 50 0 0 19 Mar 2025
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation Qingchen Tang Lei Fan M. Pagnucco Yang Song VLM 48 0 0 15 Mar 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 41 0 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 46 1 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 50 0 0 14 Mar 2025
Enhanced Continual Learning of Vision-Language Models with Model Fusion Haoyuan Gao Zicong Zhang Yuqi Wei Linglan Zhao Guilin Li Y. Li Linghe Kong Weiran Huang CLL VLM 154 0 0 12 Mar 2025