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
Enhanced Fine-Tuning of Lightweight Domain-Specific Q&A Model Based on Large Language Models Shenglin Zhang Pengtian Zhu Minghua Ma Jiagang Wang Yongqian Sun ... Jingyu Wang Qianying Guo Xiaolei Hua Lin Zhu Dan Pei AI4TS 40 0 0 22 Aug 2024
Implicit Sentiment Analysis Based on Chain of Thought Prompting Zhihua Duan Jialin Wang LRM 41 0 0 22 Aug 2024
D-RMGPT: Robot-assisted collaborative tasks driven by large multimodal models Matteo Forlini Mihail Babcinschi Giacomo Palmieri Pedro Neto 87 1 0 21 Aug 2024
Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning Xinhao Chen Chong Yang Man Lan Li Cai Yang Chen Tu Hu Xinlin Zhuang Aimin Zhou LRM 75 3 0 21 Aug 2024
Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation Hao Wang Yongqiang Han Kefan Wang Kai Cheng Zhen Wang Wei Guo Yong Liu Defu Lian Enhong Chen 82 4 0 21 Aug 2024
QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning Yilun Kong Hangyu Mao Qi Zhao Bin Zhang Jingqing Ruan Li Shen Yongzhe Chang Xueqian Wang Rui Zhao Dacheng Tao OffRL 130 2 0 20 Aug 2024
GoNoGo: An Efficient LLM-based Multi-Agent System for Streamlining Automotive Software Release Decision-Making Arsham Gholamzadeh Khoee Yinan Yu R. Feldt Andris Freimanis Patrick Andersson Dhasarathy Parthasarathy 66 3 0 19 Aug 2024
How to Make the Most of LLMs' Grammatical Knowledge for Acceptability Judgments Yusuke Ide Yuto Nishida Miyu Oba Miyu Oba Justin Vasselli Hidetaka Kamigaito Taro Watanabe 127 0 0 19 Aug 2024
NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models Cheng Lin Lujun Li Dezhi Li Jie Zou Wei Xue Yike Guo AI4TS 78 8 0 18 Aug 2024
Do GPT Language Models Suffer From Split Personality Disorder? The Advent Of Substrate-Free Psychometrics P. Romero Stephen Fitz T. Nakatsuma 58 11 0 14 Aug 2024
Leveraging Language Models for Emotion and Behavior Analysis in Education Kaito Tanaka Benjamin Tan Brian Wong 58 2 0 13 Aug 2024
An Evaluation of Standard Statistical Models and LLMs on Time Series Forecasting Rui Cao Qiao Wang 66 1 0 09 Aug 2024
Automated Educational Question Generation at Different Bloom's Skill Levels using Large Language Models: Strategies and Evaluation Nicy Scaria S. Chenna Deepak N. Subramani ELM AI4Ed 73 12 0 08 Aug 2024
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models Zi Liang Haibo Hu Qingqing Ye Yaxin Xiao Haoyang Li AAML ELM SILM 146 9 0 05 Aug 2024
Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets Shima Foolad Kourosh Kiani R. Rastgoo FaML 89 0 0 04 Aug 2024
Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process Peng Wang Xiaobin Wang Chao Lou Shengyu Mao Pengjun Xie Yong Jiang 80 4 0 04 Aug 2024
AVESFormer: Efficient Transformer Design for Real-Time Audio-Visual Segmentation Zili Wang Qi Yang Linsu Shi Jiazhong Yu M. Tanveer Fei Li Shiming Xiang VOS 61 1 0 03 Aug 2024
LessonPlanner: Assisting Novice Teachers to Prepare Pedagogy-Driven Lesson Plans with Large Language Models Haoxiang Fan Guanzheng Chen Xingbo Wang Zhenhui Peng AI4Ed 61 5 0 02 Aug 2024
Can Developers Prompt? A Controlled Experiment for Code Documentation Generation L. Herrmann Tim Puhlfürß Felix Dietrich 65 3 0 01 Aug 2024
Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text Retrieval Gangyan Zeng Yuan Zhang Jin Wei Dongbao Yang Peng Zhang Yiwen Gao Xugong Qin Yu Zhou VLM CLIP 93 1 0 01 Aug 2024
What comes after transformers? -- A selective survey connecting ideas in deep learning Johannes Schneider AI4CE 112 2 0 01 Aug 2024
Effects of a Prompt Engineering Intervention on Undergraduate Students' AI Self-Efficacy, AI Knowledge and Prompt Engineering Ability: A Mixed Methods Study David James Woo Deliang Wang Tim Yung Kai Guo 45 1 0 30 Jul 2024
Automated Review Generation Method Based on Large Language Models Shican Wu Xiao Ma Dehui Luo Lulu Li Xiangcheng Shi ... Ran Luo Chunlei Pei Zhijian Zhao Zhi-Jian Zhao Jinlong Gong 170 0 0 30 Jul 2024
Boosting Graph Foundation Model from Structural Perspective Yao Cheng Yige Zhao Jianxiang Yu Xiang Li 110 5 0 29 Jul 2024
Monetizing Currency Pair Sentiments through LLM Explainability Lior Limonad Fabiana Fournier Juan Manuel Vera Inna Skarbovsky Shlomit Gur Raquel Lazcano 49 2 0 29 Jul 2024
Knowledge Graph Structure as Prompt: Improving Small Language Models Capabilities for Knowledge-based Causal Discovery Yuni Susanti Michael Färber 76 3 0 26 Jul 2024
Text-Region Matching for Multi-Label Image Recognition with Missing Labels Leilei Ma Hongxing Xie Lei Wang Yanping Fu Dengdi Sun Haifeng Zhao VLM 69 5 0 26 Jul 2024
MindSpeech: Continuous Imagined Speech Decoding using High-Density fNIRS and Prompt Tuning for Advanced Human-AI Interaction Suyi Zhang Ekram Alam Jack Baber Francesca Bianco Edward Turner Maysam Chamanzar Hamid Dehghani 74 1 0 25 Jul 2024
DragText: Rethinking Text Embedding in Point-based Image Editing Gayoon Choi Taejin Jeong Sujung Hong Jaehoon Joo Seong Jae Hwang DiffM 84 4 0 25 Jul 2024
Multi-physics Simulation Guided Generative Diffusion Models with Applications in Fluid and Heat Dynamics Naichen Shi Hao Yan Shenghan Guo Raed Al Kontar DiffM AI4CE 64 0 0 25 Jul 2024
LoRA-Pro: Are Low-Rank Adapters Properly Optimized? Zhengbo Wang Jian Liang Ran He Zilei Wang Tieniu Tan 172 29 0 25 Jul 2024
Domain Adaptation of Visual Policies with a Single Demonstration Weiyao Wang Gregory D. Hager 89 0 0 23 Jul 2024
Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction Rithik Sachdev Zhong-Qiu Wang Chao-Han Huck Yang 83 3 0 23 Jul 2024
MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation Marco Simoni Andrea Saracino Vinod Puthuvath Maurco Conti 109 4 0 22 Jul 2024
Automatic Generation of Fashion Images using Prompting in Generative Machine Learning Models Georgia Argyrou Angeliki Dimitriou Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou 83 4 0 20 Jul 2024
LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits Chen-Chia Chang Yikang Shan Shaoze Fan Jing Li Shun Zhang Ningyuan Cao Yiran Chen Xin Zhang 59 14 0 19 Jul 2024
Straightforward Layer-wise Pruning for More Efficient Visual Adaptation Ruizi Han Jinglei Tang 106 1 0 19 Jul 2024
Dyn-Adapter: Towards Disentangled Representation for Efficient Visual Recognition Yurong Zhang Honghao Chen Xinyu Zhang Xiangxiang Chu Li Song 105 1 0 19 Jul 2024
EarthMarker: Visual Prompt Learning for Region-level and Point-level Remote Sensing Imagery Comprehension Wei Zhang Miaoxin Cai Tong Zhang Jun Li Zhuang Yin Xuerui Mao 130 11 0 18 Jul 2024
Continual Distillation Learning: Knowledge Distillation in Prompt-based Continual Learning Qifan Zhang Yunhui Guo Yu Xiang CLL VLM 173 0 0 18 Jul 2024
Application of Prompt Learning Models in Identifying the Collaborative Problem Solving Skills in an Online Task Mengxiao Zhu Xin Wang Xiantao Wang Zihang Chen Wei Huang 61 1 0 17 Jul 2024
Do LLMs have Consistent Values? Naama Rozen G. Elidan Amir Globerson Ella Daniel 130 4 0 16 Jul 2024
Graph Structure Prompt Learning: A Novel Methodology to Improve Performance of Graph Neural Networks Zhenhua Huang Kunhao Li Shaojie Wang Zhaohong Jia Wentao Zhu Sharad Mehrotra GNN 92 0 0 16 Jul 2024
Quantized Prompt for Efficient Generalization of Vision-Language Models Tianxiang Hao Xiaohan Ding Juexiao Feng Yuhong Yang Hui Chen Guiguang Ding VLM MQ 94 5 0 15 Jul 2024
MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs Quang H. Nguyen Duy C. Hoang Juliette Decugis Saurav Manchanda Nitesh Chawla Khoa D. Doan Khoa D. Doan 238 11 0 15 Jul 2024
Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond Yingcong Li A. S. Rawat Samet Oymak 69 8 0 13 Jul 2024
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation Han Li Shaohui Li Shuangrui Ding Wenrui Dai Maida Cao Chenglin Li Junni Zou Hongkai Xiong VLM 106 8 0 13 Jul 2024
Benchmarking Language Model Creativity: A Case Study on Code Generation Yining Lu Dixuan Wang Tianjian Li Dongwei Jiang Daniel Khashabi Meng Jiang Daniel Khashabi LRM 134 15 0 12 Jul 2024
Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization Jinlong Li Zequn Jie Elisa Ricci Lin Ma N. Sebe VLM 101 0 0 11 Jul 2024
Parameter-Efficient and Memory-Efficient Tuning for Vision Transformer: A Disentangled Approach Taolin Zhang Jiawang Bai Zhihe Lu Dongze Lian Genping Wang Xinchao Wang Shu-Tao Xia 95 5 0 09 Jul 2024