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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PromptMap: An Alternative Interaction Style for AI-Based Image Generation Krzysztof Adamkiewicz Paweł W. Woźniak Julia Dominiak Andrzej Romanowski Jakob Karolus Stanislav Frolov 67 1 0 12 Mar 2025
Prompt2LVideos: Exploring Prompts for Understanding Long-Form Multimodal Videos Soumya Jahagirdar Jayasree Saha C. V. Jawahar 56 0 0 11 Mar 2025
Exploring the Word Sense Disambiguation Capabilities of Large Language Models Pierpaolo Basile Lucia Siciliani Elio Musacchio Giovanni Semeraro 40 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 74 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 52 0 0 08 Mar 2025
Benchmarking Large Language Models on Multiple Tasks in Bioinformatics NLP with Prompting Jiyue Jiang Pengan Chen J. T. Wang Dongchen He Ziqin Wei ... Yimin Fan Xiangyu Shi J. Sun Chuan Wu Y. Li LM&MA 43 0 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 73 1 0 06 Mar 2025
Advancing Multimodal In-Context Learning in Large Vision-Language Models with Task-aware Demonstrations Yanshu Li 44 0 0 05 Mar 2025
The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats William Brach Kristián Košťál Michal Ries 180 0 0 04 Mar 2025
AxBERT: An Interpretable Chinese Spelling Correction Method Driven by Associative Knowledge Network Fanyu Wang Hangyu Zhu Zhenping Xie 40 0 0 04 Mar 2025
Provable Benefits of Task-Specific Prompts for In-context Learning Xiangyu Chang Yingcong Li Muti Kara Samet Oymak A. Roy-Chowdhury 55 0 0 03 Mar 2025
An Efficient Plugin Method for Metric Optimization of Black-Box Models Siddartha Devic Nurendra Choudhary Anirudh Srinivasan Sahika Genc B. Kveton G. Hiranandani 39 0 0 03 Mar 2025
Unsupervised Parameter Efficient Source-free Post-pretraining Abhishek Jha Tinne Tuytelaars Yuki M. Asano OOD 45 0 0 28 Feb 2025
Visual Adaptive Prompting for Compositional Zero-Shot Learning Kyle Stein A. Mahyari Guillermo A. Francia Eman El-Sheikh VLM CoGe 138 1 0 27 Feb 2025
An Extensive Evaluation of PDDL Capabilities in off-the-shelf LLMs Kaustubh Vyas D. Graux Sébastien Montella P. Vougiouklis Ruofei Lai Keshuang Li Yang Ren Jeff Z. Pan LLMAG ELM 65 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 51 4 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 50 0 0 26 Feb 2025
AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models Yuhao Zheng Chenghua Gong Rui Sun Juyuan Zhang Liming Pan Linyuan Lv 37 0 0 25 Feb 2025
Ask, and it shall be given: On the Turing completeness of prompting Ruizhong Qiu Zhe Xu W. Bao Hanghang Tong ReLM LRM AI4CE 65 0 0 24 Feb 2025
On the Robustness of Transformers against Context Hijacking for Linear Classification Tianle Li Chenyang Zhang Xingwu Chen Yuan Cao Difan Zou 67 0 0 24 Feb 2025
PiCO: Peer Review in LLMs based on the Consistency Optimization Kun-Peng Ning Shuo Yang Yu-Yang Liu Jia-Yu Yao Zhen-Hui Liu Yu Wang Ming Pang Li Yuan ALM 69 8 0 24 Feb 2025
MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning Zaifu Zhan J. Wang Shuang Zhou Jiawen Deng Rui Zhang 40 4 0 21 Feb 2025
RobotIQ: Empowering Mobile Robots with Human-Level Planning for Real-World Execution Emmanuel K. Raptis Athanasios Ch. Kapoutsis Elias B. Kosmatopoulos LM&Ro 80 0 0 18 Feb 2025
ScriptoriumWS: A Code Generation Assistant for Weak Supervision Tzu-Heng Huang Catherine Cao Spencer Schoenberg Harit Vishwakarma Nicholas Roberts Frederic Sala NoLa 134 5 0 17 Feb 2025
ResearchArena: Benchmarking Large Language Models' Ability to Collect and Organize Information as Research Agents Hao Kang Chenyan Xiong LLMAG 100 2 0 17 Feb 2025
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference Roman Levin Valeriia Cherepanova Abhimanyu Hans Avi Schwarzschild Tom Goldstein 143 1 0 14 Feb 2025
Prompt-Driven Continual Graph Learning Qi Wang Tianfei Zhou Ye Yuan Rui Mao CLL 44 0 0 10 Feb 2025
Incongruence Identification in Eyewitness Testimony Akshara Nair Zeba Afroz Md Shad Akhtar 46 0 0 08 Feb 2025
Can Large Language Models Understand Intermediate Representations? Hailong Jiang Jianfeng Zhu Yao Wan B. Fang Hongyu Zhang Ruoming Jin Qiang Guan 52 1 0 07 Feb 2025
Evalita-LLM: Benchmarking Large Language Models on Italian Bernardo Magnini Roberto Zanoli Michele Resta Martin Cimmino Paolo Albano Marco Madeddu V. Patti 53 1 0 04 Feb 2025
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation Can Jin Ying Li Mingyu Zhao Shiyu Zhao Z. Wang Xiaoxiao He Ligong Han Tong Che Dimitris N. Metaxas VPVLM VLM 120 1 0 02 Feb 2025
Gensors: Authoring Personalized Visual Sensors with Multimodal Foundation Models and Reasoning Michael Xieyang Liu S. Petridis Vivian Tsai Alexander J. Fiannaca Alex Olwal Michael Terry Carrie J. Cai LRM 37 1 0 28 Jan 2025
Safe Gradient Flow for Bilevel Optimization Sina Sharifi Nazanin Abolfazli E. Y. Hamedani Mahyar Fazlyab 36 0 0 27 Jan 2025
RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning Jiapeng Zhu Zichen Ding Jianxiang Yu Jiaqi Tan Xiang Li Weining Qian OffRL 144 2 0 20 Jan 2025
Reliable Text-to-SQL with Adaptive Abstention Kaiwen Chen Yueting Chen Xiaohui Yu Nick Koudas RALM 34 0 0 18 Jan 2025
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis Lanling Xu Junjie Zhang Bingqian Li Jinpeng Wang Sheng Chen Wayne Xin Zhao Ji-Rong Wen 74 18 0 17 Jan 2025
Enhancing Graph Self-Supervised Learning with Graph Interplay Xinjian Zhao Wei Pang Xiangru Jian Yaoyao Xu Chaolong Ying Tianshu Yu 45 0 0 17 Jan 2025
RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot Spandan Garg Roshanak Zilouchian Moghaddam Neel Sundaresan 59 9 0 10 Jan 2025
Software Engineering and Foundation Models: Insights from Industry Blogs Using a Jury of Foundation Models Hao Li C. Bezemer Ahmed E. Hassan 40 2 0 08 Jan 2025
Foundations of GenIR Qingyao Ai Jingtao Zhan Y. Liu 49 0 0 06 Jan 2025
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction Jiaxin Duan Fengyu Lu Junfei Liu 33 0 0 04 Jan 2025
Advancing Pancreatic Cancer Prediction with a Next Visit Token Prediction Head on top of Med-BERT Jianping He L. Rasmy Degui Zhi Cui Tao 28 1 0 03 Jan 2025
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 63 0 0 31 Dec 2024
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation Q. Liu Zhaopeng Qiu Xiangyu Zhao X. Wu Zijian Zhang Tong Bill Xu Feng Tian 34 0 0 31 Dec 2024
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages Tejas Deshpande Nidhi Kowtal Raviraj Joshi LRM 47 1 0 31 Dec 2024
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 61 17 0 31 Dec 2024
Large Language Model guided Deep Reinforcement Learning for Decision Making in Autonomous Driving Hao Pang Zhenpo Wang Guoqiang Li 43 1 0 24 Dec 2024
PC Agent: While You Sleep, AI Works -- A Cognitive Journey into Digital World Yanheng He Jiahe Jin Shijie Xia Jiadi Su Runze Fan Haoyang Zou Xiangkun Hu Pengfei Liu LLMAG 41 2 0 23 Dec 2024
Precise Length Control in Large Language Models Bradley Butcher Michael O'Keefe James Titchener KELM 80 4 0 16 Dec 2024
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents Wonje Choi Woo Kyung Kim SeungHyun Kim Honguk Woo 74 8 0 16 Dec 2024