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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ChatDiet: Empowering Personalized Nutrition-Oriented Food Recommender Chatbots through an LLM-Augmented Framework Zhongqi Yang Elahe Khatibi N. Nagesh Mahyar Abbasian Iman Azimi Ramesh C. Jain Amir M. Rahmani 37 34 0 18 Feb 2024
Puzzle Solving using Reasoning of Large Language Models: A Survey Panagiotis Giadikiaroglou Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou ELM ReLM LRM 19 26 0 17 Feb 2024
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks Ben Feuer R. Schirrmeister Valeriia Cherepanova Chinmay Hegde Frank Hutter Micah Goldblum Niv Cohen Colin White 48 14 0 17 Feb 2024
Any-Shift Prompting for Generalization over Distributions Zehao Xiao Jiayi Shen Mohammad Mahdi Derakhshani Tianran Ouyang Cees G. M. Snoek OOD VPVLM VLM 45 9 0 15 Feb 2024
Balancing the Causal Effects in Class-Incremental Learning Junhao Zheng Ruiyan Wang Chongzhi Zhang Hu Feng Qianli Ma CML CLL 44 0 0 15 Feb 2024
All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining Haihong Zhao Aochuan Chen Xiangguo Sun Hong Cheng Jia Li 42 35 0 15 Feb 2024
Efficient Prompt Optimization Through the Lens of Best Arm Identification Chengshuai Shi Kun Yang Zihan Chen Jundong Li Jing Yang Cong Shen 50 6 0 15 Feb 2024
Prompt-based Personalized Federated Learning for Medical Visual Question Answering He Zhu Ren Togo Takahiro Ogawa Miki Haseyama MedIm 24 5 0 15 Feb 2024
How Secure Are Large Language Models (LLMs) for Navigation in Urban Environments? Congcong Wen Jiazhao Liang Shuaihang Yuan Hao Huang Yi Fang AAML 38 5 0 14 Feb 2024
Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX Anthony Zhou Linnia Hawkins Pierre Gentine 16 1 0 13 Feb 2024
Large Language Models for the Automated Analysis of Optimization Algorithms Camilo Chacón Sartori Christian Blum Gabriela Ochoa 21 2 0 13 Feb 2024
Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models Jiacheng Ye Shansan Gong Liheng Chen Lin Zheng Jiahui Gao ... Chuan Wu Xin Jiang Zhenguo Li Wei Bi Lingpeng Kong DiffM LRM AI4CE 59 13 0 12 Feb 2024
Diffusion-ES: Gradient-free Planning with Diffusion for Autonomous Driving and Zero-Shot Instruction Following Brian Yang Huangyuan Su N. Gkanatsios Tsung-Wei Ke Ayush Jain Jeff Schneider Katerina Fragkiadaki DiffM 37 21 0 09 Feb 2024
A Unified Causal View of Instruction Tuning Luyao Chen Wei Huang Ruqing Zhang Wei Chen J. Guo Xueqi Cheng 28 1 0 09 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 134 375 0 09 Feb 2024
GPT-4 Generated Narratives of Life Events using a Structured Narrative Prompt: A Validation Study Christopher J. Lynch Erik J. Jensen Madison H. Munro Virginia Zamponi Joseph Martinez Kevin O'Brien Brandon Feldhaus Katherine Smith Ann Marie Reinhold Ross Gore 35 2 0 08 Feb 2024
In-Context Principle Learning from Mistakes Tianjun Zhang Aman Madaan Luyu Gao Steven Zheng Swaroop Mishra Yiming Yang Niket Tandon Uri Alon KELM ReLM 33 23 0 08 Feb 2024
Exploring Low-Resource Medical Image Classification with Weakly Supervised Prompt Learning Fudan Zheng Jindong Cao Weijiang Yu Zhiguang Chen Nong Xiao Yutong Lu VLM MedIm 29 16 0 06 Feb 2024
Progress and Opportunities of Foundation Models in Bioinformatics Qing Li Zhihang Hu Yixuan Wang Lei Li Yimin Fan Irwin King Le Song Yu Li AI4CE 43 9 0 06 Feb 2024
Identifying Reasons for Contraceptive Switching from Real-World Data Using Large Language Models Brenda Y. Miao C. Y. Williams Ebenezer Chinedu-Eneh T. Zack Emily Alsentzer A. Butte Irene Y. Chen 18 6 0 06 Feb 2024
ReviewFlow: Intelligent Scaffolding to Support Academic Peer Reviewing Lu Sun Aaron Chan Yun Seo Chang Steven P. Dow 22 13 0 05 Feb 2024
English Prompts are Better for NLI-based Zero-Shot Emotion Classification than Target-Language Prompts Patrick Bareiss Roman Klinger Jeremy Barnes 27 7 0 05 Feb 2024
LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System Yan Zhao Zhongyun Li Yushan Pan Jiaxing Wang Yihong Wang 21 2 0 05 Feb 2024
Automatic Combination of Sample Selection Strategies for Few-Shot Learning Branislav Pecher Ivan Srba Maria Bielikova Joaquin Vanschoren 40 1 0 05 Feb 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 43 0 0 05 Feb 2024
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications Pranab Sahoo Ayush Kumar Singh Sriparna Saha Vinija Jain S. Mondal Aman Chadha 62 279 0 05 Feb 2024
LLM-Enhanced Data Management Xuanhe Zhou Xinyang Zhao Guoliang Li 43 9 0 04 Feb 2024
PromptRR: Diffusion Models as Prompt Generators for Single Image Reflection Removal Tao Wang Wanglong Lu Kaihao Zhang Wenhan Luo Tae-Kyun Kim Tong Lu Hongdong Li Ming-Hsuan Yang 36 5 0 04 Feb 2024
Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques Qiheng Mao Zemin Liu Chenghao Liu Zhuo Li Jianling Sun 24 7 0 04 Feb 2024
NetLLM: Adapting Large Language Models for Networking Duo Wu Xianda Wang Yaqi Qiao Zhi Wang Junchen Jiang Shuguang Cui Fangxin Wang 40 30 0 04 Feb 2024
A Survey of Large Language Models in Finance (FinLLMs) Jean Lee Nicholas Stevens S. Han Minseok Song AIFin 30 55 0 04 Feb 2024
Data Poisoning for In-context Learning Pengfei He Han Xu Yue Xing Hui Liu Makoto Yamada Jiliang Tang AAML SILM 30 10 0 03 Feb 2024
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT Anna Bodonhelyi Efe Bozkir Shuo Yang Enkelejda Kasneci Gjergji Kasneci ELM AI4MH 38 16 0 03 Feb 2024
Are Large Language Models Good Prompt Optimizers? Ruotian Ma Xiaolei Wang Xin Zhou Jian Li Nan Du Tao Gui Qi Zhang Xuanjing Huang LLMAG LRM 28 28 0 03 Feb 2024
Leveraging Large Language Models for Structure Learning in Prompted Weak Supervision Jinyan Su Peilin Yu Jieyu Zhang Stephen H. Bach 27 2 0 02 Feb 2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning D. Bhattacharjya Junkyu Lee Don Joven Agravante Balaji Ganesan Radu Marinescu LLMAG 38 1 0 02 Feb 2024
Executable Code Actions Elicit Better LLM Agents Xingyao Wang Yangyi Chen Lifan Yuan Yizhe Zhang Yunzhu Li Hao Peng Heng Ji ELM LLMAG LM&Ro 40 132 0 01 Feb 2024
Actor Identification in Discourse: A Challenge for LLMs? Ana Barić Sean Papay Sebastian Padó 47 1 0 01 Feb 2024
PAP-REC: Personalized Automatic Prompt for Recommendation Language Model Zelong Li Jianchao Ji Yingqiang Ge Wenyue Hua Yongfeng Zhang 19 5 0 01 Feb 2024
Uncertainty-Aware Explainable Recommendation with Large Language Models Yicui Peng Hao Chen C. Lin Guo Huang Jinrong Hu Hui Guo Bin Kong Shu Hu Xi Wu Xin Wang LRM 58 8 0 31 Jan 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? Rheeya Uppaal Yixuan Li Junjie Hu 37 4 0 31 Jan 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 79 15 0 30 Jan 2024
Context-Former: Stitching via Latent Conditioned Sequence Modeling Ziqi Zhang Jingzehua Xu Jinxin Liu Zifeng Zhuang Donglin Wang Miao Liu Shuai Zhang OffRL 48 4 0 29 Jan 2024
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness Samaneh Shafee A. Bessani Pedro M. Ferreira 31 19 0 26 Jan 2024
Towards Lifelong Scene Graph Generation with Knowledge-ware In-context Prompt Learning Tao He Tongtong Wu Dongyang Zhang Guiduo Duan Ke Qin Yuan-Fang Li CLL 44 1 0 26 Jan 2024
Evaluating GPT-3.5's Awareness and Summarization Abilities for European Constitutional Texts with Shared Topics C. M. Greco Andrea Tagarelli AILaw ELM 29 0 0 25 Jan 2024
TrICy: Trigger-guided Data-to-text Generation with Intent aware Attention-Copy Vibhav Agarwal Sourav Ghosh Harichandana Bss Himanshu Arora Barath Raj Kandur Raja 38 2 0 25 Jan 2024
RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization Jaavid Aktar Husain Raj Dabre Aswanth Kumar Jay Gala Thanmay Jayakumar Ratish Puduppully Anoop Kunchukuttan 38 12 0 25 Jan 2024
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction Jiangmeng Li Fei Song Yifan Jin Wenwen Qiang Changwen Zheng Gang Hua Hui Xiong VLM 42 2 0 25 Jan 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 75 27 0 25 Jan 2024