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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The representation landscape of few-shot learning and fine-tuning in large language models Diego Doimo Alessandro Serra A. Ansuini Alberto Cazzaniga 93 4 0 05 Sep 2024
Shaping the Future of Endangered and Low-Resource Languages -- Our Role in the Age of LLMs: A Keynote at ECIR 2024 Josiane Mothe 39 2 0 05 Sep 2024
Pricing American Options using Machine Learning Algorithms P. Djagba Callixte Ndizihiwe 21 0 0 05 Sep 2024
Affordance-based Robot Manipulation with Flow Matching Fan Zhang Michael Gienger 52 6 0 02 Sep 2024
The creative psychometric item generator: a framework for item generation and validation using large language models Antonio Laverghetta Jr. Simone Luchini Averie Linell Roni Reiter-Palmon Roger Beaty 39 0 0 30 Aug 2024
From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs Minxue Niu Mimansa Jaiswal Emily Mower Provost 38 5 0 30 Aug 2024
Adapting Vision-Language Models to Open Classes via Test-Time Prompt Tuning Zhengqing Gao Xiang Ao Xu-Yao Zhang Cheng-Lin Liu VLM VPVLM 39 0 0 29 Aug 2024
Scaling Up Summarization: Leveraging Large Language Models for Long Text Extractive Summarization Léo Hemamou Mehdi Debiane 33 2 0 28 Aug 2024
Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learning Sakhinana Sagar Srinivas Venkataramana Runkana AI4CE 38 1 0 27 Aug 2024
AI Thinking: A framework for rethinking artificial intelligence in practice Denis Newman-Griffis 32 0 0 26 Aug 2024
SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks Kai-Wei Chang Haibin Wu Yu-Kai Wang Yuan-Kuei Wu Hua Shen Wei-Cheng Tseng Iu-thing Kang Shang-Wen Li Hung-yi Lee 50 3 0 23 Aug 2024
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 27 0 0 22 Aug 2024
Implicit Sentiment Analysis Based on Chain of Thought Prompting Zhihua Duan Jialin Wang LRM 31 0 0 22 Aug 2024
D-RMGPT: Robot-assisted collaborative tasks driven by large multimodal models Matteo Forlini Mihail Babcinschi Giacomo Palmieri Pedro Neto 37 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 32 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 40 2 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 34 1 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 41 2 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 39 2 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 40 4 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 25 10 0 14 Aug 2024
Leveraging Language Models for Emotion and Behavior Analysis in Education Kaito Tanaka Benjamin Tan Brian Wong 33 1 0 13 Aug 2024
An Evaluation of Standard Statistical Models and LLMs on Time Series Forecasting Rui Cao Qiao Wang 34 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 28 7 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 48 6 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 45 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-jia Jiang 52 0 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 32 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 33 5 0 02 Aug 2024
Can Developers Prompt? A Controlled Experiment for Code Documentation Generation L. Herrmann Tim Puhlfürß Felix Dietrich 34 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 30 0 0 01 Aug 2024
What comes after transformers? -- A selective survey connecting ideas in deep learning Johannes Schneider AI4CE 43 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 33 0 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 77 0 0 30 Jul 2024
Boosting Graph Foundation Model from Structural Perspective Yao Cheng Yige Zhao Jianxiang Yu Xiang Li 24 4 0 29 Jul 2024
Monetizing Currency Pair Sentiments through LLM Explainability Lior Limonad Fabiana Fournier Juan Manuel Vera Inna Skarbovsky Shlomit Gur Raquel Lazcano 32 1 0 29 Jul 2024
Knowledge Graph Structure as Prompt: Improving Small Language Models Capabilities for Knowledge-based Causal Discovery Yuni Susanti Michael Färber 34 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 36 4 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 36 0 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 46 1 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 38 0 0 25 Jul 2024
LoRA-Pro: Are Low-Rank Adapters Properly Optimized? Zhengbo Wang Jian Liang Ran He Zilei Wang Tieniu Tan 55 16 0 25 Jul 2024
Domain Adaptation of Visual Policies with a Single Demonstration Weiyao Wang Gregory D. Hager 38 0 0 23 Jul 2024
Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction Rithik Sachdev Zhong-Qiu Wang Chao-Han Huck Yang 31 3 0 23 Jul 2024
MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation Marco Simoni Andrea Saracino Vinod Puthuvath Maurco Conti 57 2 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 37 3 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 29 9 0 19 Jul 2024
Straightforward Layer-wise Pruning for More Efficient Visual Adaptation Ruizi Han Jinglei Tang 50 1 0 19 Jul 2024
Dyn-Adapter: Towards Disentangled Representation for Efficient Visual Recognition Yurong Zhang Honghao Chen Xinyu Zhang Xiangxiang Chu Li Song 47 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 66 5 0 18 Jul 2024