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
Programming-by-Demonstration for Long-Horizon Robot Tasks Noah T Patton Kia Rahmani Meghana Missula Joydeep Biswas Icsil Dillig 32 10 0 04 May 2023
Prompt-ICM: A Unified Framework towards Image Coding for Machines with Task-driven Prompts Ruoyu Feng Jinming Liu Xin Jin Xiaohan Pan Heming Sun Zhibo Chen VLM 62 11 0 04 May 2023
PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer Lichang Chen Heng-Chiao Huang Varun Madhavan AAML 129 11 0 03 May 2023
Causality-aware Concept Extraction based on Knowledge-guided Prompting Siyu Yuan Deqing Yang Jinxi Liu Shuyu Tian Jiaqing Liang Yanghua Xiao R. Xie 69 13 0 03 May 2023
Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models Daochen Zha Louis Feng Liangchen Luo Bhargav Bhushanam Zirui Liu ... J. McMahon Yuzhen Huang Bryan Clarke A. Kejariwal Xia Hu 60 7 0 03 May 2023
Towards Imperceptible Document Manipulations against Neural Ranking Models Xuanang Chen Xianpei Han Zheng Ye Le Sun Yingfei Sun AAML 52 16 0 03 May 2023
Psychologically-Inspired Causal Prompts Zhiheng Lyu Zhijing Jin Justus Mattern Rada Mihalcea Mrinmaya Sachan Bernhard Schoelkopf CML 53 0 0 02 May 2023
Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models Shuai Zhao Jinming Wen Anh Tuan Luu Jiaqi Zhao Jie Fu SILM 62 90 0 02 May 2023
Reliable Gradient-free and Likelihood-free Prompt Tuning Maohao Shen S. Ghosh P. Sattigeri Subhro Das Yuheng Bu G. Wornell VLM 57 10 0 30 Apr 2023
POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained models Korawat Tanwisuth Shujian Zhang Huangjie Zheng Pengcheng He Mingyuan Zhou VLM VPVLM 111 28 0 29 Apr 2023
Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT Zhe Xiao Yuzhong Chen Lu Zhang Jun Yao Zihao Wu ... Yixuan Yuan Dinggang Shen Dajiang Zhu Tianming Liu Xi Jiang VLM MLLM 81 17 0 29 Apr 2023
Prompt Engineering for Healthcare: Methodologies and Applications Jiaqi Wang Enze Shi Sigang Yu Zihao Wu Chong Ma ... Dajiang Zhu Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang LM&MA 53 111 0 28 Apr 2023
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation Wenqing Zheng S. Sharan Ajay Jaiswal Kevin Wang Yihan Xi Dejia Xu Zhangyang Wang 57 24 0 28 Apr 2023
Framing the News:From Human Perception to Large Language Model Inferences David Alonso del Barrio D. Gática-Pérez 47 12 0 27 Apr 2023
Energy-based Models are Zero-Shot Planners for Compositional Scene Rearrangement N. Gkanatsios Ayush Jain Zhou Xian Yunchu Zhang C. Atkeson Katerina Fragkiadaki LM&Ro 98 31 0 27 Apr 2023
On the Generalization Error of Meta Learning for the Gibbs Algorithm Yuheng Bu Harsha Vardhan Tetali Gholamali Aminian Miguel R. D. Rodrigues G. Wornell AI4CE 35 3 0 27 Apr 2023
Multimodal Grounding for Embodied AI via Augmented Reality Headsets for Natural Language Driven Task Planning Selma Wanna Fabian Parra R. Valner Karl Kruusamäe Mitch Pryor LM&Ro 30 2 0 26 Apr 2023
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation Yan Wang Jian Cheng Yixin Chen Shuai Shao Lanyun Zhu Zhenzhou Wu Tianming Liu Haogang Zhu OOD MedIm 60 25 0 26 Apr 2023
Learnable Ophthalmology SAM Zhongxi Qiu Yan Hu Heng Li Jiang-Dong Liu VLM MedIm 37 24 0 26 Apr 2023
Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal Pretraining Bingqian Lin Zicong Chen Mingjie Li Haokun Lin Hang Xu ... Ling-Hao Chen Xiaojun Chang Yi Yang L. Xing Xiaodan Liang LM&MA MedIm AI4CE 45 14 0 26 Apr 2023
CitePrompt: Using Prompts to Identify Citation Intent in Scientific Papers Avishek Lahiri Debarshi Kumar Sanyal Imon Mukherjee 12 6 0 25 Apr 2023
Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot Setting Jianzhang Zhang Yiyang Chen Nan Niu Yinglin Wang Chuang Liu 44 19 0 25 Apr 2023
Semantic Compression With Large Language Models Henry Gilbert Michael Sandborn Douglas C. Schmidt Jesse Spencer-Smith Jules White 22 22 0 25 Apr 2023
Who's the Best Detective? LLMs vs. MLs in Detecting Incoherent Fourth Grade Math Answers Felipe Urrutia R. Araya 36 3 0 21 Apr 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction Mohammadreza Pourreza Davood Rafiei ReLM LRM 29 321 0 21 Apr 2023
GeoLayoutLM: Geometric Pre-training for Visual Information Extraction Chuwei Luo Changxu Cheng Qi Zheng Cong Yao 35 44 0 21 Apr 2023
Prompt-Learning for Cross-Lingual Relation Extraction Chiaming Hsu Changtong Zan Liang Ding Longyue Wang Xiaoting Wang Weifeng Liu Fu Lin Wenbin Hu LRM 40 5 0 20 Apr 2023
MasakhaNEWS: News Topic Classification for African languages David Ifeoluwa Adelani Marek Masiak Israel Abebe Azime Jesujoba Oluwadara Alabi A. Tonja ... Moges Ahmed Mehamed Evrard Ngabire Jules Jules Ivan Ssenkungu Pontus Stenetorp 33 24 0 19 Apr 2023
Progressive-Hint Prompting Improves Reasoning in Large Language Models Chuanyang Zheng Zhengying Liu Enze Xie Zhenguo Li Yu Li LLMAG ReLM LRM 46 103 0 19 Apr 2023
Emotion fusion for mental illness detection from social media: A survey Tianlin Zhang Kailai Yang Shaoxiong Ji Sophia Ananiadou 46 54 0 19 Apr 2023
MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning Bohan Li Longxu Dou Yutai Hou Yunlong Feng Honglin Mu Qingfu Zhu Qinghua Sun Wanxiang Che VLM 42 3 0 19 Apr 2023
BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval Junwen Zheng M. Fischer 27 13 0 18 Apr 2023
Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task Zihao Wu Lu Zhang Chao-Yang Cao Xiao-Xing Yu Haixing Dai ... Quanzheng Li Dinggang Shen Xiang Li Dajiang Zhu Tianming Liu LM&MA 44 39 0 18 Apr 2023
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings HyunJae Lee VLM 24 0 0 18 Apr 2023
An Evaluation on Large Language Model Outputs: Discourse and Memorization Adrian de Wynter Xun Wang Alex Sokolov Qilong Gu Si-Qing Chen ELM 90 32 0 17 Apr 2023
Hyper-Decision Transformer for Efficient Online Policy Adaptation Mengdi Xu Yuchen Lu Songlin Yang Shun Zhang Ding Zhao Chuang Gan OffRL 31 39 0 17 Apr 2023
An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT Chong Ma Zihao Wu Jiaqi Wang Shaochen Xu Yaonai Wei ... Tuo Zhang Dajiang Zhu Dinggang Shen Tianming Liu Xiang Li MedIm LM&MA 47 98 0 17 Apr 2023
In-Context Operator Learning with Data Prompts for Differential Equation Problems Liu Yang Siting Liu Tingwei Meng Stanley J. Osher 42 60 0 17 Apr 2023
Supporting Qualitative Analysis with Large Language Models: Combining Codebook with GPT-3 for Deductive Coding Ziang Xiao Xingdi Yuan Q. V. Liao Rania Abdelghani Pierre-Yves Oudeyer 27 135 0 17 Apr 2023
Enhancing Automated Program Repair through Fine-tuning and Prompt Engineering Rishov Paul Md. Mohib Hossain Mohammed Latif Siddiq Masum Hasan Anindya Iqbal Joanna C. S. Santos KELM 34 11 0 16 Apr 2023
VISAR: A Human-AI Argumentative Writing Assistant with Visual Programming and Rapid Draft Prototyping Zheng Zhang Jie Ying Gao Ranjodh Singh Dhaliwal Toby Jia-Jun Li 33 88 0 16 Apr 2023
SikuGPT: A Generative Pre-trained Model for Intelligent Information Processing of Ancient Texts from the Perspective of Digital Humanities Chang Liu Dongbo Wang Zhixiao Zhao Die Hu Mengcheng Wu ... Si Shen Bin Li Jiangfeng Liu Hai Zhang Lianzheng Zhao 21 9 0 16 Apr 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models Yaohua Zha Jinpeng Wang Tao Dai Bin Chen Zhi Wang Shutao Xia VLM 53 45 0 14 Apr 2023
Just Tell Me: Prompt Engineering in Business Process Management Kiran Busch Alexander Rochlitzer Diana Sola Henrik Leopold 44 29 0 14 Apr 2023
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment Hanze Dong Wei Xiong Deepanshu Goyal Yihan Zhang Winnie Chow Rui Pan Shizhe Diao Jipeng Zhang Kashun Shum Tong Zhang ALM 23 414 0 13 Apr 2023
How Useful are Educational Questions Generated by Large Language Models? Sabina Elkins E. Kochmar Jackie C.K. Cheung Iulian Serban ELM AI4Ed 35 32 0 13 Apr 2023
"What It Wants Me To Say": Bridging the Abstraction Gap Between End-User Programmers and Code-Generating Large Language Models Michael Xieyang Liu Advait Sarkar Carina Negreanu B. Zorn Jack Williams N. Toronto Andrew D. Gordon 34 107 0 13 Apr 2023
Solving Tensor Low Cycle Rank Approximation Yichuan Deng Yeqi Gao Zhao Song 39 6 0 13 Apr 2023
LINGO : Visually Debiasing Natural Language Instructions to Support Task Diversity Anjana Arunkumar Shubham Sharma Rakhi Agrawal Sriramakrishnan Chandrasekaran Chris Bryan 41 0 0 12 Apr 2023
Boosted Prompt Ensembles for Large Language Models Silviu Pitis Michael Ruogu Zhang Andrew Wang Jimmy Ba LRM LLMAG 27 40 0 12 Apr 2023