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"

50 / 1,829 papers shown

Title
Domain Prompt Learning with Quaternion Networks Qinglong Cao Zhengqin Xu Yuntian Chen Chao Ma Xiaokang Yang VLM 123 12 0 12 Dec 2023
Adaptive Human Trajectory Prediction via Latent Corridors Neerja Thakkar K. Mangalam Andrea V. Bajcsy Jitendra Malik 79 5 0 11 Dec 2023
KnowGPT: Knowledge Graph based Prompting for Large Language Models Qinggang Zhang Junnan Dong Hao Chen Daochen Zha Zailiang Yu Xiao Huang KELM RALM 146 11 0 11 Dec 2023
Generative Large Language Models Are All-purpose Text Analytics Engines: Text-to-text Learning Is All Your Need C.A.I. Peng Xi Yang Aokun Chen Zehao Yu Kaleb E. Smith Anthony B Costa Mona G. Flores Jiang Bian Yonghui Wu LM&MA 36 8 0 11 Dec 2023
DevBots can co-design APIs Vinicius Soares Silva Marques 126 0 0 10 Dec 2023
VRPTEST: Evaluating Visual Referring Prompting in Large Multimodal Models Zongjie Li Chaozheng Wang Chaowei Liu Pingchuan Ma Daoyuan Wu Shuai Wang Cuiyun Gao VLM 79 6 0 07 Dec 2023
An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything Israt Zarin Era Imtiaz Ahmed Zhichao Liu Srinjoy Das 80 2 0 07 Dec 2023
SYNC-CLIP: Synthetic Data Make CLIP Generalize Better in Data-Limited Scenarios Mushui Liu Weijie He Ziqian Lu Yunlong Yu VLM 64 1 0 06 Dec 2023
Prompt Optimization via Adversarial In-Context Learning Do Xuan Long Yiran Zhao Hannah Brown Yuxi Xie James Xu Zhao Nancy F. Chen Kenji Kawaguchi Michael Qizhe Xie Junxian He 152 16 0 05 Dec 2023
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following Renze Lou Kai Zhang Jian Xie Yuxuan Sun Janice Ahn Hanzi Xu Yu Su Wenpeng Yin 115 30 0 05 Dec 2023
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models Wei-Cheng Chang Jyun-Yu Jiang Jiong Zhang Mutasem Al-Darabsah C. Teo Cho-Jui Hsieh Hsiang-Fu Yu S. Vishwanathan RALM 66 3 0 05 Dec 2023
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model Yuxia Geng Jiaoyan Chen Yuhang Zeng Zhuo Chen Wen Zhang Jeff Z. Pan Yuxiang Wang Xiaoliang Xu 149 3 0 04 Dec 2023
Regressor-Segmenter Mutual Prompt Learning for Crowd Counting Mingyue Guo Li Yuan Zhaoyi Yan Binghui Chen Yaowei Wang QiXiang Ye 120 6 0 04 Dec 2023
How to Configure Good In-Context Sequence for Visual Question Answering Li Li Jiawei Peng Huiyi Chen Chongyang Gao Xu Yang MLLM 108 22 0 04 Dec 2023
Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder's Perspective Anmol Singhal Preethu Rose Anish Shirish S. Karande S. Ghaisas AILaw 27 2 0 03 Dec 2023
Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective Can Jin Tianjin Huang Yihua Zhang Mykola Pechenizkiy Sijia Liu Shiwei Liu Tianlong Chen VLM 152 26 0 03 Dec 2023
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian Peng Liu Lemei Zhang Terje Nissen Farup Even W. Lauvrak Jon Espen Ingvaldsen Simen Eide J. Gulla Zhirong Yang ELM 97 6 0 03 Dec 2023
Large Language Models Are Zero-Shot Text Classifiers Zhiqiang Wang Yiran Pang Yanbin Lin 86 34 0 02 Dec 2023
A Bayesian approach for prompt optimization in pre-trained language models Antonio Sabbatella Andrea Ponti Antonio Candelieri I. Giordani Francesco Archetti 64 2 0 01 Dec 2023
Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects Tianyu He Guanghui Fu Y. Yu Fan Wang Jianqiang Li ... Changwei Song Hongzhi Qi Dan Luo Huijing Zou Bing Xiang Yang AI4MH AI4CE LM&MA 79 12 0 01 Dec 2023
Conceptual Engineering Using Large Language Models Bradley Paul Allen 53 1 0 01 Dec 2023
Applying Large Language Models and Chain-of-Thought for Automatic Scoring Gyeong-Geon Lee Ehsan Latif Xuansheng Wu Ninghao Liu Xiaoming Zhai 79 102 0 30 Nov 2023
MV-CLIP: Multi-View CLIP for Zero-shot 3D Shape Recognition Dan Song Xinwei Fu Weizhi Nie Wenhui Li Lanjun Wang You Yang Anan Liu VLM 102 6 0 30 Nov 2023
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation Ziyang Chen Yongsheng Pan Yiwen Ye Mengkang Lu Yong-quan Xia OOD VLM MedIm 92 8 0 30 Nov 2023
Quantification of cardiac capillarization in single-immunostained myocardial slices using weakly supervised instance segmentation Zhao Zhang Xiwen Chen William Richardson Bruce Z. Gao Abolfazl Razi Tong Ye 38 1 0 30 Nov 2023
MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning Chaoyi Zhang Kevin Qinghong Lin Zhengyuan Yang Jianfeng Wang Linjie Li Chung-Ching Lin Zicheng Liu Lijuan Wang VGen 109 32 0 29 Nov 2023
TARGET: Template-Transferable Backdoor Attack Against Prompt-based NLP Models via GPT4 Zihao Tan Qingliang Chen Yongjian Huang Chen Liang SILM AAML 77 5 0 29 Nov 2023
Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention Lujia Shen Yuwen Pu Shouling Ji Changjiang Li Xuhong Zhang Chunpeng Ge Ting Wang AAML 73 6 0 29 Nov 2023
Efficient Stitchable Task Adaptation Haoyu He Zizheng Pan Jing Liu Jianfei Cai Bohan Zhuang 127 3 0 29 Nov 2023
Unified-modal Salient Object Detection via Adaptive Prompt Learning Kunpeng Wang Chenglong Li Zhengzheng Tu Zhengyi Liu Bin Luo 93 2 0 28 Nov 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 151 23 0 28 Nov 2023
Graph Prompt Learning: A Comprehensive Survey and Beyond Xiangguo Sun Jiawen Zhang Xixi Wu Hong Cheng Yun Xiong Jia Li 114 58 0 28 Nov 2023
MultiGPrompt for Multi-Task Pre-Training and Prompting on Graphs Xingtong Yu Chang Zhou Yuan Fang Xinming Zhang 115 38 0 28 Nov 2023
Visual cognition in multimodal large language models Luca M. Schulze Buschoff Elif Akata Matthias Bethge Eric Schulz LRM 127 20 0 27 Nov 2023
ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models Xinyu Tian Shu Zou Zhaoyuan Yang Jing Zhang VLM 95 25 0 27 Nov 2023
Interpretation modeling: Social grounding of sentences by reasoning over their implicit moral judgments Liesbeth Allein Maria Mihaela Trucscva Marie-Francine Moens 82 1 0 27 Nov 2023
Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs Xingtong Yu Zhenghao Liu Yuan Fang Zemin Liu Sihong Chen Xinming Zhang 127 31 0 26 Nov 2023
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP Jiawang Bai Kuofeng Gao Shaobo Min Shu-Tao Xia Zhifeng Li Wei Liu VLM 124 45 0 26 Nov 2023
GPT Struct Me: Probing GPT Models on Narrative Entity Extraction Hugo Sousa Nuno Guimarães A. Jorge Ricardo Campos 176 8 0 24 Nov 2023
Progressive Learning with Visual Prompt Tuning for Variable-Rate Image Compression Shiyu Qin Yimin Zhou Jinpeng Wang Bin Chen Baoyi An Tao Dai Shu-Tao Xia VLM 68 2 0 23 Nov 2023
Enhancing Summarization Performance through Transformer-Based Prompt Engineering in Automated Medical Reporting Daphne van Zandvoort Laura Wiersema Tom Huibers S. Dulmen S. Brinkkemper LM&MA MedIm 71 8 0 22 Nov 2023
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews Wojciech Kusa Óscar E. Mendoza Matthias Samwald Petr Knoth Allan Hanbury 91 4 0 21 Nov 2023
A Survey on Large Language Models for Personalized and Explainable Recommendations Junyi Chen LRM 170 14 0 21 Nov 2023
Applications of Large Scale Foundation Models for Autonomous Driving Yu Huang Yue Chen Zhu Li ELM AI4CE LRM ALM LM&Ro 162 16 0 20 Nov 2023
Experts-in-the-Loop: Establishing an Effective Workflow in Crafting Privacy Q&A Zahra Kolagar Anna Leschanowsky Birgit Popp 60 1 0 18 Nov 2023
(Why) Is My Prompt Getting Worse? Rethinking Regression Testing for Evolving LLM APIs Wanqin Ma Chenyang Yang Christian Kastner 67 22 0 18 Nov 2023
Towards Robust and Accurate Visual Prompting Qi Li Liangzhi Li Zhouqiang Jiang Bowen Wang VPVLM VLM 64 3 0 18 Nov 2023
Learning interactions to boost human creativity with bandits and GPT-4 Ara Vartanian Xiaoxi Sun Yun-Shiuan Chuang Siddharth Suresh Xiaojin Zhu Timothy T. Rogers 24 1 0 16 Nov 2023
Language Generation from Brain Recordings Ziyi Ye Qingyao Ai Yiqun Liu Maarten de Rijke Min Zhang Christina Lioma Tuukka Ruotsalo 36 0 0 16 Nov 2023
StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving Chang Gao Haiyun Jiang Deng Cai Shuming Shi Wai Lam LRM 75 7 0 15 Nov 2023