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
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
Privacy Preserving Prompt Engineering: A Survey Kennedy Edemacu Xintao Wu 53 18 0 09 Apr 2024
Unlocking Adaptive User Experience with Generative AI Yutan Huang Tanjila Kanij Anuradha Madugalla Shruti Mahajan Chetan Arora John C. Grundy 56 2 0 08 Apr 2024
iVPT: Improving Task-relevant Information Sharing in Visual Prompt Tuning by Cross-layer Dynamic Connection Nan Zhou Jiaxin Chen Di Huang 35 1 0 08 Apr 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems Bin Lei LLMAG AI4CE 41 11 0 06 Apr 2024
Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation Ji-Jia Wu Andy Chia-Hao Chang Chieh-Yu Chuang Chun-Pei Chen Yu-Lun Liu Min-Hung Chen Hou-Ning Hu Yung-Yu Chuang Yen-Yu Lin VLM 46 9 0 05 Apr 2024
A Survey of Optimization-based Task and Motion Planning: From Classical To Learning Approaches Zhigen Zhao Shuo Cheng Yan Ding Ziyi Zhou Shiqi Zhang Danfei Xu Ye Zhao 46 22 0 03 Apr 2024
On Few-Shot Prompting for Controllable Question-Answer Generation in Narrative Comprehension Bernardo Leite Henrique Lopes Cardoso 36 1 0 03 Apr 2024
VIAssist: Adapting Multi-modal Large Language Models for Users with Visual Impairments Bufang Yang Lixing He Kaiwei Liu Zhenyu Yan 37 20 0 03 Apr 2024
Digital Forgetting in Large Language Models: A Survey of Unlearning Methods Alberto Blanco-Justicia N. Jebreel Benet Manzanares-Salor David Sánchez Josep Domingo-Ferrer Guillem Collell Kuan Eeik Tan KELM MU 60 17 0 02 Apr 2024
Deconstructing In-Context Learning: Understanding Prompts via Corruption Namrata Shivagunde Vladislav Lialin Sherin Muckatira Anna Rumshisky 38 2 0 02 Apr 2024
Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs Zheng Zhang Fan Yang Ziyan Jiang Zheng Chen Zhengyang Zhao Chengyuan Ma Liang Zhao Yang Liu 34 5 0 01 Apr 2024
IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations Deqing Fu Ghazal Khalighinejad Ollie Liu Bhuwan Dhingra Dani Yogatama Robin Jia Willie Neiswanger 33 14 0 01 Apr 2024
Effectively Prompting Small-sized Language Models for Cross-lingual Tasks via Winning Tickets Mingqi Li Feng Luo LRM 38 0 0 01 Apr 2024
Adaptive Query Prompting for Multi-Domain Landmark Detection Qiusen Wei Guoheng Huang Xiaochen Yuan Xuhang Chen Guo Zhong Jianwen Huang Jiajie Huang MedIm 25 2 0 01 Apr 2024
Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation Yulin Chen Guoheng Huang Kai Huang Zijin Lin Guo Zhong Shenghong Luo Jie Deng Jian Zhou MedIm 42 0 0 01 Apr 2024
Efficient Prompting Methods for Large Language Models: A Survey Kaiyan Chang Songcheng Xu Chenglong Wang Yingfeng Luo Tong Xiao Jingbo Zhu LRM 45 32 0 01 Apr 2024
Deep Instruction Tuning for Segment Anything Model Xiaorui Huang Gen Luo Chaoyang Zhu Bo Tong Yiyi Zhou Xiaoshuai Sun Rongrong Ji VLM 52 1 0 31 Mar 2024
Shortcuts Arising from Contrast: Effective and Covert Clean-Label Attacks in Prompt-Based Learning Xiaopeng Xie Ming Yan Xiwen Zhou Chenlong Zhao Suli Wang Yong Zhang Joey Tianyi Zhou AAML 42 0 0 30 Mar 2024
An Empirical Study of Automated Vulnerability Localization with Large Language Models Jian Zhang Chong Wang Anran Li Weisong Sun Cen Zhang Wei Ma Yang Liu 44 17 0 30 Mar 2024
Convolutional Prompting meets Language Models for Continual Learning Anurag Roy Riddhiman Moulick Vinay Kumar Verma Saptarshi Ghosh Abir Das VLM CLL LRM 45 13 0 29 Mar 2024
Change-Agent: Towards Interactive Comprehensive Remote Sensing Change Interpretation and Analysis Chenyang Liu Keyan Chen Haotian Zhang Zipeng Qi Zhengxia Zou Z. Shi 39 30 0 28 Mar 2024
A Review of Multi-Modal Large Language and Vision Models Kilian Carolan Laura Fennelly Alan F. Smeaton VLM 22 23 0 28 Mar 2024
FewUser: Few-Shot Social User Geolocation via Contrastive Learning Menglin Li Kwan Hui Lim 32 0 0 28 Mar 2024
Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach Wei Dong Xing Zhang Bihui Chen Dawei Yan Zhijun Lin Qingsen Yan Peng Wang Yang Yang 44 6 0 28 Mar 2024
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models Jinyi Li Yihuai Lan Lei Wang Hao Wang 35 0 0 26 Mar 2024
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning Ziyang Gong Fuhao Li Yupeng Deng Deblina Bhattacharjee Xianzheng Ma Xiangwei Zhu Zhenming Ji 76 9 0 26 Mar 2024
A Hybrid Approach To Aspect Based Sentiment Analysis Using Transfer Learning Gaurav Negi Rajdeep Sarkar Omnia Zayed P. Buitelaar 19 4 0 25 Mar 2024
Few-Shot Adversarial Prompt Learning on Vision-Language Models Yiwei Zhou Xiaobo Xia Zhiwei Lin Bo Han Tongliang Liu VLM 42 10 0 21 Mar 2024
Editing Knowledge Representation of Language Model via Rephrased Prefix Prompts Yuchen Cai Ding Cao Rongxi Guo Yaqin Wen Guiquan Liu Enhong Chen KELM 31 4 0 21 Mar 2024
Ink and Individuality: Crafting a Personalised Narrative in the Age of LLMs Azmine Toushik Wasi Raima Islam Rafia Islam 30 3 0 20 Mar 2024
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models Chengzhe Feng Yanan Sun Ke Li Pan Zhou Jiancheng Lv Aojun Lu 51 1 0 20 Mar 2024
Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting Phillip Richter-Pechanski Philipp Wiesenbach Dominic M. Schwab Christina Kiriakou Nicolas Geis Christoph Dieterich Anette Frank 37 4 0 20 Mar 2024
Automatic Summarization of Doctor-Patient Encounter Dialogues Using Large Language Model through Prompt Tuning Mengxian Lyu C.A.I. Peng Xiaohan Li Patrick Balian Jiang Bian Yonghui Wu LM&MA AI4MH 32 2 0 19 Mar 2024
Confidence Self-Calibration for Multi-Label Class-Incremental Learning Kaile Du Yifan Zhou Fan Lyu Yuyang Li Chen Lu Guangcan Liu CLL 42 2 0 19 Mar 2024
Can AI Outperform Human Experts in Creating Social Media Creatives? Eunkyung Park Raymond K. Wong Junbum Kwon 44 0 0 19 Mar 2024
On the effectiveness of Large Language Models for GitHub Workflows Xinyu Zhang Siddharth Muralee Sourag Cherupattamoolayil Aravind Machiry 33 2 0 19 Mar 2024
Improving Generalizability of Extracting Social Determinants of Health Using Large Language Models through Prompt-tuning C.A.I. Peng Zehao Yu Kaleb E. Smith W. Lo‐Ciganic Jiang Bian Yonghui Wu LM&MA 37 1 0 19 Mar 2024
RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners Chi Hu Yuan Ge Xiangnan Ma Hang Cao Qiang Li Yonghua Yang Tong Xiao Jingbo Zhu ReLM ELM LRM ALM 45 9 0 19 Mar 2024
ADAPT to Robustify Prompt Tuning Vision Transformers Masih Eskandar Tooba Imtiaz Zifeng Wang Jennifer Dy VPVLM VLM AAML 38 0 0 19 Mar 2024
Span-Oriented Information Extraction -- A Unifying Perspective on Information Extraction Yifan Ding Michael Yankoski Tim Weninger 30 1 0 18 Mar 2024
GPT-4 as Evaluator: Evaluating Large Language Models on Pest Management in Agriculture Shanglong Yang Zhipeng Yuan Shunbao Li Ruoling Peng Kang Liu Po Yang ELM LM&MA 51 6 0 18 Mar 2024
Compositional Kronecker Context Optimization for Vision-Language Models Kun Ding Xiaohui Li Qiang Yu Ying Wang Haojian Zhang Shiming Xiang VLM 44 0 0 18 Mar 2024
CrossGLG: LLM Guides One-shot Skeleton-based 3D Action Recognition in a Cross-level Manner Tingbing Yan Wenzheng Zeng Yang Xiao Xingyu Tong Bo Tan Zhiwen Fang Zhiguo Cao Qiufeng Wang 31 5 0 15 Mar 2024
Helpful or Harmful? Exploring the Efficacy of Large Language Models for Online Grooming Prevention Ellie Prosser Matthew Edwards 35 6 0 14 Mar 2024
Exploring the Comprehension of ChatGPT in Traditional Chinese Medicine Knowledge Yizhen Li Shaohan Huang Jiaxing Qi Lei Quan Dongran Han Zhongzhi Luan LM&MA AI4MH 35 5 0 14 Mar 2024
VisionGPT: Vision-Language Understanding Agent Using Generalized Multimodal Framework Chris Kelly Luhui Hu Bang Yang Yu Tian Deshun Yang Cindy Yang Zaoshan Huang Zihao Li Jiayin Hu Yuexian Zou 37 9 0 14 Mar 2024
Exploring Prompt Engineering Practices in the Enterprise Michael Desmond Michelle Brachman 48 10 0 13 Mar 2024
DAM: Dynamic Adapter Merging for Continual Video QA Learning Feng Cheng Ziyang Wang Yi-Lin Sung Yan-Bo Lin Mohit Bansal Gedas Bertasius CLL MoMe 39 10 0 13 Mar 2024
Consistent Prompting for Rehearsal-Free Continual Learning Zhanxin Gao Jun Cen Xiaobin Chang VLM CLL 42 24 0 13 Mar 2024