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
Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification Yaoqin Ye Junjie Zhang Hongwei Shi MedIm VLM 74 1 0 10 May 2024
Logical Negation Augmenting and Debiasing for Prompt-based Methods Yitian Li Jidong Tian Hao He Yaohui Jin 75 0 0 08 May 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kaidi Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 119 43 0 08 May 2024
Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense Siqi Shen Lajanugen Logeswaran Moontae Lee Honglak Lee Soujanya Poria Rada Mihalcea AI4MH LRM ELM 113 33 0 07 May 2024
ContextQ: Generated Questions to Support Meaningful Parent-Child Dialogue While Co-Reading Griffin Dietz Smith Siddhartha Prasad Matt J. Davidson Leah Findlater R. Benjamin Shapiro 85 8 0 06 May 2024
High Order Reasoning for Time Critical Recommendation in Evidence-based Medicine Manjiang Yu Xue Li 60 0 0 05 May 2024
NegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional Stimuli Xu Wang Cheng-rong Li Yi-Ju Chang Jindong Wang Yuan Wu 109 9 0 05 May 2024
On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning? Maxime Zanella Ismail Ben Ayed VLM MLLM 110 25 0 03 May 2024
LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model Yulin Luo Ruichuan An Bocheng Zou Yiming Tang Jiaming Liu Shanghang Zhang 97 17 0 03 May 2024
Multi-modal Learnable Queries for Image Aesthetics Assessment Zhiwei Xiong Yunfan Zhang Zhiqi Shen Peiran Ren Han Yu EGVM 70 1 0 02 May 2024
Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices Jamil Zaghir Marco Naguib Mina Bjelogrlic Aurélie Névéol Xavier Tannier Christian Lovis AI4CE LM&MA 83 6 0 02 May 2024
Extracting chemical food safety hazards from the scientific literature automatically using large language models Neris Özen Wenjuan Mu E. V. Asselt L. Bulk 57 1 0 01 May 2024
How Can I Improve? Using GPT to Highlight the Desired and Undesired Parts of Open-ended Responses Jionghao Lin Eason Chen Zeifei Han Ashish Gurung Danielle R. Thomas Wei Tan Ngoc Dang Nguyen Kenneth R. Koedinger 99 9 0 01 May 2024
AppPoet: Large Language Model based Android malware detection via multi-view prompt engineering Wenxiang Zhao Juntao Wu Zhaoyi Meng AAML 56 14 0 29 Apr 2024
Simplifying Multimodality: Unimodal Approach to Multimodal Challenges in Radiology with General-Domain Large Language Model Seonhee Cho Choonghan Kim Jiho Lee Chetan Chilkunda Sujin Choi Joo Heung Yoon 77 1 0 29 Apr 2024
Prompt Customization for Continual Learning Yong Dai Xiaopeng Hong Yabin Wang Zhiheng Ma D. Jiang Yaowei Wang 74 0 0 28 Apr 2024
A Unified Label-Aware Contrastive Learning Framework for Few-Shot Named Entity Recognition Haojie Zhang Yimeng Zhuang 74 0 0 26 Apr 2024
Online Personalizing White-box LLMs Generation with Neural Bandits Zekai Chen Weeden Daniel Po-yu Chen Francois Buet-Golfouse 78 3 0 24 Apr 2024
LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models Mihir Parmar Nisarg Patel Neeraj Varshney Mutsumi Nakamura Man Luo Santosh Mashetty Arindam Mitra Chitta Baral LRM ReLM ELM 213 31 0 23 Apr 2024
External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection Wen Liang Peipei Ran Mengchao Bai Xiao Liu P. B. Githinji Wei Zhao Peiwu Qin 93 0 0 23 Apr 2024
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications Wenbo Shang Xin Huang 126 9 0 23 Apr 2024
Reinforcement of Explainability of ChatGPT Prompts by Embedding Breast Cancer Self-Screening Rules into AI Responses Yousef Khan Ahmed Abdeen Hamed 51 2 0 21 Apr 2024
Stronger Random Baselines for In-Context Learning Gregory Yauney David M. Mimno 71 2 0 19 Apr 2024
In-Context Learning State Vector with Inner and Momentum Optimization Dongfang Li Zhenyu Liu Xinshuo Hu Zetian Sun Baotian Hu Min Zhang 100 8 0 17 Apr 2024
Prompt-tuning for Clickbait Detection via Text Summarization Haoxiang Deng Yi Zhu Ye Wang Jipeng Qiang Yunhao Yuan Yun Li Runmei Zhang 64 0 0 17 Apr 2024
Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification Pierre Lepagnol Thomas Gerald Sahar Ghannay Christophe Servan Sophie Rosset 87 11 0 17 Apr 2024
LMEraser: Large Model Unlearning through Adaptive Prompt Tuning Jie Xu Zihan Wu Cong Wang Xiaohua Jia MU 114 1 0 17 Apr 2024
Towards Complex Ontology Alignment using Large Language Models Reihaneh Amini Sanaz Saki Norouzi Pascal Hitzler Reza Amini 72 15 0 16 Apr 2024
LLMs4OM: Matching Ontologies with Large Language Models Hamed Babaei Giglou Jennifer D'Souza Felix Engel Sören Auer 85 11 0 16 Apr 2024
Memory Sharing for Large Language Model based Agents Hang Gao Yongfeng Zhang LLMAG 86 10 0 15 Apr 2024
MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution Yuxuan Jiang Chen Feng Fan Zhang David Bull SupR 125 14 0 15 Apr 2024
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild K. Chumachenko Alexandros Iosifidis Moncef Gabbouj 70 8 0 13 Apr 2024
PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification Zhenwei Wang Qiule Sun Bingbing Zhang Pengfei Wang Jianxin Zhang Qiang Zhang VLM 90 1 0 13 Apr 2024
Experimental Design for Active Transductive Inference in Large Language Models Subhojyoti Mukherjee Anusha Lalitha Aniket Deshmukh Ge Liu Yifei Ma Branislav Kveton LRM 93 1 0 12 Apr 2024
Relational Prompt-based Pre-trained Language Models for Social Event Detection Pu Li Xiaoyan Yu Hao Peng Yantuan Xian Linqin Wang Li Sun Jingyun Zhang Philip S. Yu 90 7 0 12 Apr 2024
On Unified Prompt Tuning for Request Quality Assurance in Public Code Review Xinyu Chen Lin Li Rui Zhang Peng Liang 91 1 0 11 Apr 2024
AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning Senkang Hu Zhengru Fang Zihan Fang Yiqin Deng Xianhao Chen Yuguang Fang 123 35 0 09 Apr 2024
Privacy Preserving Prompt Engineering: A Survey Kennedy Edemacu Xintao Wu 136 23 0 09 Apr 2024
Unlocking Adaptive User Experience with Generative AI Yutan Huang Tanjila Kanij Anuradha Madugalla Shruti Mahajan Chetan Arora John C. Grundy 81 2 0 08 Apr 2024
iVPT: Improving Task-relevant Information Sharing in Visual Prompt Tuning by Cross-layer Dynamic Connection Nan Zhou Jiaxin Chen Di Huang 64 1 0 08 Apr 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems Bin Lei LLMAG AI4CE 64 18 0 06 Apr 2024
Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation Ji-Jia Wu Andy Chia-Hao Chang Chieh-Yu Chuang Chun-Pei Chen Yu-Lun Liu Min-Hung Chen Hou-Ning Hu Yung-Yu Chuang Yen-Yu Lin VLM 117 10 0 05 Apr 2024
A Survey of Optimization-based Task and Motion Planning: From Classical To Learning Approaches Zhigen Zhao Shuo Cheng Yan Ding Ziyi Zhou Shiqi Zhang Danfei Xu Ye Zhao 138 24 0 03 Apr 2024
On Few-Shot Prompting for Controllable Question-Answer Generation in Narrative Comprehension Bernardo Leite Henrique Lopes Cardoso 59 3 0 03 Apr 2024
VIAssist: Adapting Multi-modal Large Language Models for Users with Visual Impairments Bufang Yang Lixing He Kaiwei Liu Zhenyu Yan 111 22 0 03 Apr 2024
Digital Forgetting in Large Language Models: A Survey of Unlearning Methods Alberto Blanco-Justicia N. Jebreel Benet Manzanares-Salor David Sánchez Josep Domingo-Ferrer Guillem Collell Kuan Eeik Tan KELM MU 109 22 0 02 Apr 2024
Deconstructing In-Context Learning: Understanding Prompts via Corruption Namrata Shivagunde Vladislav Lialin Sherin Muckatira Anna Rumshisky 92 3 0 02 Apr 2024
Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs Zheng Zhang Fan Yang Ziyan Jiang Zheng Chen Zhengyang Zhao Chengyuan Ma Liang Zhao Yang Liu 67 6 0 01 Apr 2024
IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations Deqing Fu Ghazal Khalighinejad Ollie Liu Bhuwan Dhingra Dani Yogatama Robin Jia Willie Neiswanger 101 26 0 01 Apr 2024
Effectively Prompting Small-sized Language Models for Cross-lingual Tasks via Winning Tickets Mingqi Li Feng Luo LRM 72 0 0 01 Apr 2024