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
Adaptive Query Prompting for Multi-Domain Landmark Detection Qiusen Wei Guoheng Huang Xiaochen Yuan Xuhang Chen Guo Zhong Jianwen Huang Jiajie Huang MedIm 67 2 0 01 Apr 2024
Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation Yulin Chen Guoheng Huang Kai Huang Zijin Lin Guo Zhong Shenghong Luo Jie Deng Jian Zhou MedIm 71 0 0 01 Apr 2024
Efficient Prompting Methods for Large Language Models: A Survey Kaiyan Chang Songcheng Xu Chenglong Wang Yingfeng Luo Tong Xiao Jingbo Zhu LRM 119 36 0 01 Apr 2024
Deep Instruction Tuning for Segment Anything Model Xiaorui Huang Gen Luo Chaoyang Zhu Bo Tong Yiyi Zhou Xiaoshuai Sun Rongrong Ji VLM 125 1 0 31 Mar 2024
Shortcuts Arising from Contrast: Effective and Covert Clean-Label Attacks in Prompt-Based Learning Xiaopeng Xie Ming Yan Xiwen Zhou Chenlong Zhao Suli Wang Yong Zhang Joey Tianyi Zhou AAML 104 0 0 30 Mar 2024
An Empirical Study of Automated Vulnerability Localization with Large Language Models Jian Zhang Chong Wang Anran Li Weisong Sun Cen Zhang Wei Ma Yang Liu 95 20 0 30 Mar 2024
Convolutional Prompting meets Language Models for Continual Learning Anurag Roy Riddhiman Moulick Vinay Kumar Verma Saptarshi Ghosh Abir Das VLM CLL LRM 69 18 0 29 Mar 2024
Change-Agent: Towards Interactive Comprehensive Remote Sensing Change Interpretation and Analysis Chenyang Liu Keyan Chen Haotian Zhang Zipeng Qi Zhengxia Zou Z. Shi 67 34 0 28 Mar 2024
A Review of Multi-Modal Large Language and Vision Models Kilian Carolan Laura Fennelly Alan F. Smeaton VLM 186 28 0 28 Mar 2024
FewUser: Few-Shot Social User Geolocation via Contrastive Learning Menglin Li Kwan Hui Lim 35 0 0 28 Mar 2024
Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach Wei Dong Xing Zhang Bihui Chen Dawei Yan Zhijun Lin Qingsen Yan Peng Wang Yang Yang 77 7 0 28 Mar 2024
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models Jinyi Li Yihuai Lan Lei Wang Hao Wang 53 0 0 26 Mar 2024
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning Ziyang Gong Fuhao Li Yupeng Deng Deblina Bhattacharjee Xianzheng Ma Xiangwei Zhu Zhenming Ji 135 9 0 26 Mar 2024
A Hybrid Approach To Aspect Based Sentiment Analysis Using Transfer Learning Gaurav Negi Rajdeep Sarkar Omnia Zayed P. Buitelaar 39 5 0 25 Mar 2024
Few-Shot Adversarial Prompt Learning on Vision-Language Models Yiwei Zhou Xiaobo Xia Zhiwei Lin Bo Han Tongliang Liu VLM 106 16 0 21 Mar 2024
Editing Knowledge Representation of Language Model via Rephrased Prefix Prompts Yuchen Cai Ding Cao Rongxi Guo Yaqin Wen Guiquan Liu Enhong Chen KELM 98 5 0 21 Mar 2024
Ink and Individuality: Crafting a Personalised Narrative in the Age of LLMs Azmine Toushik Wasi Raima Islam Rafia Islam 81 4 0 20 Mar 2024
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models Chengzhe Feng Yanan Sun Ke Li Pan Zhou Jiancheng Lv Aojun Lu 96 1 0 20 Mar 2024
Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting Phillip Richter-Pechanski Philipp Wiesenbach Dominic M. Schwab Christina Kiriakou Nicolas Geis Christoph Dieterich Anette Frank 75 7 0 20 Mar 2024
Automatic Summarization of Doctor-Patient Encounter Dialogues Using Large Language Model through Prompt Tuning Mengxian Lyu C.A.I. Peng Xiaohan Li Patrick Balian Jiang Bian Yonghui Wu LM&MA AI4MH 64 2 0 19 Mar 2024
Confidence Self-Calibration for Multi-Label Class-Incremental Learning Kaile Du Yifan Zhou Fan Lyu Yuyang Li Chen Lu Guangcan Liu CLL 86 3 0 19 Mar 2024
Can AI Outperform Human Experts in Creating Social Media Creatives? Eunkyung Park Raymond K. Wong Junbum Kwon 67 0 0 19 Mar 2024
On the effectiveness of Large Language Models for GitHub Workflows Xinyu Zhang Siddharth Muralee Sourag Cherupattamoolayil Aravind Machiry 117 3 0 19 Mar 2024
Improving Generalizability of Extracting Social Determinants of Health Using Large Language Models through Prompt-tuning C.A.I. Peng Zehao Yu Kaleb E. Smith W. Lo‐Ciganic Jiang Bian Yonghui Wu LM&MA 49 1 0 19 Mar 2024
RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners Chi Hu Yuan Ge Xiangnan Ma Hang Cao Qiang Li Yonghua Yang Tong Xiao Jingbo Zhu ReLM ELM LRM ALM 93 9 0 19 Mar 2024
ADAPT to Robustify Prompt Tuning Vision Transformers Masih Eskandar Tooba Imtiaz Zifeng Wang Jennifer Dy VPVLM VLM AAML 92 0 0 19 Mar 2024
Span-Oriented Information Extraction -- A Unifying Perspective on Information Extraction Yifan Ding Michael Yankoski Tim Weninger 99 3 0 18 Mar 2024
GPT-4 as Evaluator: Evaluating Large Language Models on Pest Management in Agriculture Shanglong Yang Zhipeng Yuan Shunbao Li Ruoling Peng Kang Liu Po Yang ELM LM&MA 70 6 0 18 Mar 2024
Compositional Kronecker Context Optimization for Vision-Language Models Kun Ding Xiaohui Li Qiang Yu Ying Wang Haojian Zhang Shiming Xiang VLM 79 0 0 18 Mar 2024
CrossGLG: LLM Guides One-shot Skeleton-based 3D Action Recognition in a Cross-level Manner Tingbing Yan Wenzheng Zeng Yang Xiao Xingyu Tong Bo Tan Zhiwen Fang Zhiguo Cao Qiufeng Wang 84 7 0 15 Mar 2024
Helpful or Harmful? Exploring the Efficacy of Large Language Models for Online Grooming Prevention Ellie Prosser Matthew Edwards 89 7 0 14 Mar 2024
Exploring the Comprehension of ChatGPT in Traditional Chinese Medicine Knowledge Yizhen Li Shaohan Huang Jiaxing Qi Lei Quan Dongran Han Zhongzhi Luan LM&MA AI4MH 48 5 0 14 Mar 2024
VisionGPT: Vision-Language Understanding Agent Using Generalized Multimodal Framework Chris Kelly Luhui Hu Bang Yang Yu Tian Deshun Yang Cindy Yang Zaoshan Huang Zihao Li Jiayin Hu Yuexian Zou 85 10 0 14 Mar 2024
Exploring Prompt Engineering Practices in the Enterprise Michael Desmond Michelle Brachman 121 10 0 13 Mar 2024
DAM: Dynamic Adapter Merging for Continual Video QA Learning Feng Cheng Ziyang Wang Yi-Lin Sung Yan-Bo Lin Mohit Bansal Gedas Bertasius CLL MoMe 90 11 0 13 Mar 2024
Consistent Prompting for Rehearsal-Free Continual Learning Zhanxin Gao Jun Cen Xiaobin Chang VLM CLL 82 29 0 13 Mar 2024
Large Language Models are Contrastive Reasoners Liang Yao ReLM ELM LRM 110 3 0 13 Mar 2024
DrPlanner: Diagnosis and Repair of Motion Planners Using Large Language Models Yuanfei Lin Chenran Li Mingyu Ding Masayoshi Tomizuka Wei Zhan Matthias Althoff 80 6 0 12 Mar 2024
Fine-tuning vs Prompting, Can Language Models Understand Human Values? Pingwei Sun 76 1 0 12 Mar 2024
DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning Sikai Bai Jiewei Zhang Shuaicheng Li Song Guo Jingcai Guo Jun Hou Tao Han Xiaocheng Lu FedML 125 15 0 11 Mar 2024
FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation Pengchong Qiao Lei Shang Chang-Shu Liu Baigui Sun Xiang Ji Jie Chen CVBM 61 3 0 11 Mar 2024
Enhancing 3D Object Detection with 2D Detection-Guided Query Anchors Haoxuanye Ji Pengpeng Liang Erkang Cheng 3DPC 78 5 0 10 Mar 2024
POV: Prompt-Oriented View-Agnostic Learning for Egocentric Hand-Object Interaction in the Multi-View World Boshen Xu Sipeng Zheng Qin Jin 95 9 0 09 Mar 2024
Extending Activation Steering to Broad Skills and Multiple Behaviours Teun van der Weij Massimo Poesio Nandi Schoots LLMSV 90 18 0 09 Mar 2024
Deep Prompt Multi-task Network for Abuse Language Detection Jian Zhu Yuping Ruan Jingfei Chang Wenhui Sun Hui Wan Jian Long Cheng Luo AAML 71 2 0 08 Mar 2024
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering Hongda Sun Yuxuan Liu Chengwei Wu Haiyu Yan Cheng Tai Xin Gao Shuo Shang Rui Yan 92 11 0 08 Mar 2024
Denoising Autoregressive Representation Learning Yazhe Li J. Bornschein Ting Chen DiffM 84 4 0 08 Mar 2024
KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts Adam Joseph Coscia Alex Endert VLM 75 9 0 07 Mar 2024
Chain of Thought Explanation for Dialogue State Tracking Lin Xu Ningxin Peng Daquan Zhou See-Kiong Ng Jinlan Fu LRM 97 1 0 07 Mar 2024
Levels of AI Agents: from Rules to Large Language Models Yu Huang AI4CE ELM LM&Ro 65 4 0 06 Mar 2024