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
KG-RAG: Bridging the Gap Between Knowledge and Creativity Diego Sanmartin RALM 44 36 0 20 May 2024
"Set It Up!": Functional Object Arrangement with Compositional Generative Models Yiqing Xu Jiayuan Mao Yilun Du Tomás Lozano-Pérez L. Kaelbling David Hsu LM&Ro 86 5 0 20 May 2024
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models Xianzheng Ma Yash Bhalgat Brandon Smart Shuai Chen Xinghui Li ... Matthias Nießner Ian D Reid Angel X. Chang Iro Laina V. Prisacariu LRM 33 13 0 16 May 2024
When Large Language Model Meets Optimization Sen Huang Kaixiang Yang Sheng Qi Rui Wang 55 8 0 16 May 2024
Prompting-based Synthetic Data Generation for Few-Shot Question Answering Maximilian Schmidt A. Bartezzaghi Ngoc Thang Vu SyDa 52 5 0 15 May 2024
A Survey on Transformers in NLP with Focus on Efficiency Wazib Ansar Saptarsi Goswami Amlan Chakrabarti MedIm 40 2 0 15 May 2024
Towards Next-Generation Steganalysis: LLMs Unleash the Power of Detecting Steganography Minhao Bai Kaiyi Pang Huili Wang Yongfeng Huang 18 4 0 15 May 2024
What is it for a Machine Learning Model to Have a Capability? Jacqueline Harding Nathaniel Sharadin ELM 40 3 0 14 May 2024
Dynamic Feature Learning and Matching for Class-Incremental Learning Sunyuan Qiang Yanyan Liang Jun Wan Du Zhang CLL 38 3 0 14 May 2024
When Large Language Models Meet Optical Networks: Paving the Way for Automation Danshi Wang Yidi Wang Xiaotian Jiang Yao Zhang Yue Pang Min Zhang 27 5 0 14 May 2024
Oedipus: LLM-enchanced Reasoning CAPTCHA Solver Gelei Deng Haoran Ou Yi Liu Jie Zhang Tianwei Zhang Yang Liu LRM 36 6 0 13 May 2024
MoVL:Exploring Fusion Strategies for the Domain-Adaptive Application of Pretrained Models in Medical Imaging Tasks Haijiang Tian Jingkun Yue Xiaohong Liu Guoxing Yang Zeyu Jiang Guangyu Wang VLM MedIm 52 0 0 13 May 2024
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare Xingyu Li Lu Peng Yuping Wang Weihua Zhang AI4CE MedIm LM&MA 71 5 0 10 May 2024
Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification Yaoqin Ye Junjie Zhang Hongwei Shi MedIm VLM 49 0 0 10 May 2024
Logical Negation Augmenting and Debiasing for Prompt-based Methods Yitian Li Jidong Tian Hao He Yaohui Jin 38 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 37 23 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 32 24 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 37 5 0 06 May 2024
High Order Reasoning for Time Critical Recommendation in Evidence-based Medicine Manjiang Yu Xue Li 43 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 42 7 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 56 23 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 44 13 0 03 May 2024
Multi-modal Learnable Queries for Image Aesthetics Assessment Zhiwei Xiong Yunfan Zhang Zhiqi Shen Peiran Ren Han Yu EGVM 35 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 35 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 31 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 40 8 0 01 May 2024
AppPoet: Large Language Model based Android malware detection via multi-view prompt engineering Wenxiang Zhao Juntao Wu Zhaoyi Meng AAML 29 11 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 53 0 0 29 Apr 2024
Prompt Customization for Continual Learning Yong Dai Xiaopeng Hong Yabin Wang Zhiheng Ma D. Jiang Yaowei Wang 48 0 0 28 Apr 2024
A Unified Label-Aware Contrastive Learning Framework for Few-Shot Named Entity Recognition Haojie Zhang Yimeng Zhuang 46 0 0 26 Apr 2024
Online Personalizing White-box LLMs Generation with Neural Bandits Zekai Chen Weeden Daniel Po-yu Chen Francois Buet-Golfouse 38 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 38 24 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 52 0 0 23 Apr 2024
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications Wenbo Shang Xin Huang 29 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 49 2 0 21 Apr 2024
Stronger Random Baselines for In-Context Learning Gregory Yauney David M. Mimno 50 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 40 5 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 25 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 49 7 0 17 Apr 2024
LMEraser: Large Model Unlearning through Adaptive Prompt Tuning Jie Xu Zihan Wu Cong Wang Xiaohua Jia MU 25 1 0 17 Apr 2024
Towards Complex Ontology Alignment using Large Language Models Reihaneh Amini Sanaz Saki Norouzi Pascal Hitzler Reza Amini 34 13 0 16 Apr 2024
LLMs4OM: Matching Ontologies with Large Language Models Hamed Babaei Giglou Jennifer D'Souza Felix Engel Sören Auer 48 9 0 16 Apr 2024
Memory Sharing for Large Language Model based Agents Hang Gao Yongfeng Zhang LLMAG 44 7 0 15 Apr 2024
MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution Yuxuan Jiang Chen Feng Fan Zhang David Bull SupR 51 11 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 29 6 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 38 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 B. Kveton LRM 43 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 51 4 0 12 Apr 2024
On Unified Prompt Tuning for Request Quality Assurance in Public Code Review Xinyu Chen Lin Li Rui Zhang Peng Liang 32 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 60 33 0 09 Apr 2024