PPT: Pre-trained Prompt Tuning for Few-shot Learning

9 September 2021

Yuxian Gu

Xu Han

Zhiyuan Liu

Minlie Huang

VLM

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Papers citing "PPT: Pre-trained Prompt Tuning for Few-shot Learning"

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Title
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation Jinyang Li Sangwon Hyun Muhammad Ali Babar 23 0 0 06 Apr 2025
DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective Dengyun Peng Yuhang Zhou Qiguang Chen Jinhao Liu Jingjing Chen L. Qin 56 0 0 17 Mar 2025
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation Mayank Kumar Jinbao Xue Mengxin Zheng Qian Lou 62 2 0 15 Mar 2025
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models Yao Ge Yuting Guo Sudeshna Das Swati Rajwal Selen Bozkurt A. Sarker MedIm LM&MA 55 0 0 06 Mar 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection Tianyi Ma Y. Qian Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 29 0 0 28 Feb 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 46 8 0 23 Jan 2025
CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets Tanay Agrawal Mohammed Guermal Michal Balazia François Brémond 29 0 0 08 Jan 2025
SmartLLMSentry: A Comprehensive LLM Based Smart Contract Vulnerability Detection Framework Oualid Zaazaa H. Bakkali 74 2 0 28 Nov 2024
Instance-Aware Graph Prompt Learning Jiazheng Li Jundong Li Chuxu Zhang VLM 69 2 0 26 Nov 2024
MiniPLM: Knowledge Distillation for Pre-Training Language Models Yuxian Gu Hao Zhou Fandong Meng Jie Zhou Minlie Huang 67 5 0 22 Oct 2024
PII-Scope: A Benchmark for Training Data PII Leakage Assessment in LLMs K. K. Nakka Ahmed Frikha Ricardo Mendes Xue Jiang Xuebing Zhou 31 1 0 09 Oct 2024
Data Selection via Optimal Control for Language Models Yuxian Gu Li Dong Hongning Wang Y. Hao Qingxiu Dong Furu Wei Minlie Huang AI4CE 55 4 0 09 Oct 2024
Generating Synthetic Datasets for Few-shot Prompt Tuning Xu Guo Zilin Du Boyang Li Chunyan Miao 39 1 0 08 Oct 2024
SLIM-RAFT: A Novel Fine-Tuning Approach to Improve Cross-Linguistic Performance for Mercosur Common Nomenclature Vinícius Di Oliveira Yuri Façanha Bezerra Li Weigang Pedro Brom V. R. R. Celestino 40 0 0 07 Aug 2024
Label-Guided Prompt for Multi-label Few-shot Aspect Category Detection ChaoFeng Guan Yaohui Zhu Yu Bai LingYun Wang 14 0 0 30 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 32 1 0 17 Jul 2024
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning Haiwen Diao Bo Wan Xu Jia Yunzhi Zhuge Ying Zhang Huchuan Lu Long Chen VLM 50 4 0 10 Jul 2024
The Solution for Language-Enhanced Image New Category Discovery Haonan Xu Dian Chao Xiangyu Wu Zhonghua Wan Yang Yang VLM 35 0 0 06 Jul 2024
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models Yuyan Chen Qiang Fu Ge Fan Lun Du Jian-Guang Lou Shi Han Dongmei Zhang Zhixu Li Yanghua Xiao MoE 29 16 0 04 Jul 2024
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models Chengzhengxu Li Xiaoming Liu Zhaohan Zhang Yichen Wang Chen Liu Y. Lan Chao Shen 57 2 0 15 Jun 2024
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models Xianzheng Ma Yash Bhalgat Brandon Smart Shuai Chen Xinghui Li ... Matthias Nießner Ian D Reid Angel X. Chang Iro Laina V. Prisacariu LRM 33 13 0 16 May 2024
TAI++: Text as Image for Multi-Label Image Classification by Co-Learning Transferable Prompt Xiangyu Wu Qingjun Jiang Yang Yang Yifeng Wu Qingguo Chen Jianfeng Lu VLM VPVLM 34 6 0 11 May 2024
Interpretable Cross-Examination Technique (ICE-T): Using highly informative features to boost LLM performance Goran Muric Ben Delay Steven Minton 38 1 0 08 May 2024
MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts Dengchun Li Yingzi Ma Naizheng Wang Zhengmao Ye Zhiyuan Cheng ... Yan Zhang Lei Duan Jie Zuo Cal Yang Mingjie Tang MoE 37 44 0 22 Apr 2024
LaPA: Latent Prompt Assist Model For Medical Visual Question Answering Tiancheng Gu Kaicheng Yang Dongnan Liu Weidong Cai MedIm 41 2 0 19 Apr 2024
Prompt-tuning for Clickbait Detection via Text Summarization Haoxiang Deng Yi Zhu Ye Wang Jipeng Qiang Yunhao Yuan Yun Li Runmei Zhang 23 0 0 17 Apr 2024
Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models Songtao Jiang Yan Zhang Chenyi Zhou Yeying Jin Yang Feng Jian Wu Zuozhu Liu LRM VLM 50 4 0 06 Apr 2024
FPT: Feature Prompt Tuning for Few-shot Readability Assessment Ziyang Wang Sanwoo Lee Hsiu-Yuan Huang Yunfang Wu AAML VLM 36 0 0 03 Apr 2024
Deconstructing In-Context Learning: Understanding Prompts via Corruption Namrata Shivagunde Vladislav Lialin Sherin Muckatira Anna Rumshisky 38 2 0 02 Apr 2024
Deep Instruction Tuning for Segment Anything Model Xiaorui Huang Gen Luo Chaoyang Zhu Bo Tong Yiyi Zhou Xiaoshuai Sun Rongrong Ji VLM 49 1 0 31 Mar 2024
Are LLMs Effective Backbones for Fine-tuning? An Experimental Investigation of Supervised LLMs on Chinese Short Text Matching Shulin Liu Chengcheng Xu Hao Liu T. Yu Tao Yang 41 1 0 29 Mar 2024
Event Temporal Relation Extraction based on Retrieval-Augmented on LLMs Xiaobin Zhang Liangjun Zang Qianwen Liu Shuchong Wei Songlin Hu 30 1 0 22 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
Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System Hongsun Jang Jaeyong Song Jaewon Jung Jaeyoung Park Youngsok Kim Jinho Lee 29 11 0 11 Mar 2024
Derivative-Free Optimization for Low-Rank Adaptation in Large Language Models Feihu Jin Yin Liu Ying Tan 35 3 0 04 Mar 2024
Multi-modal Attribute Prompting for Vision-Language Models Xin Liu Jiamin Wu and Wenfei Yang Xu Zhou Tianzhu Zhang VLM 26 10 0 01 Mar 2024
Towards Optimal Learning of Language Models Yuxian Gu Li Dong Y. Hao Qingxiu Dong Minlie Huang Furu Wei 36 7 0 27 Feb 2024
Context-based and Diversity-driven Specificity in Compositional Zero-Shot Learning Yun Yvonna Li Zhe Liu Hang Chen Lina Yao CoGe 36 8 0 27 Feb 2024
Infusing Hierarchical Guidance into Prompt Tuning: A Parameter-Efficient Framework for Multi-level Implicit Discourse Relation Recognition Haodong Zhao Ruifang He Mengnan Xiao Jing Xu 110 12 0 23 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
SA-MDKIF: A Scalable and Adaptable Medical Domain Knowledge Injection Framework for Large Language Models Tianhan Xu Zhe Hu LingSen Chen Bin Li LM&MA 24 1 0 01 Feb 2024
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction Jiangmeng Li Fei Song Yifan Jin Jingyao Wang Changwen Zheng Gang Hua Hui Xiong VLM 42 2 0 25 Jan 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 49 19 0 23 Jan 2024
Plug-and-Play Transformer Modules for Test-Time Adaptation Xiangyu Chang Sk. Miraj Ahmed S. Krishnamurthy Başak Güler A. Swami Samet Oymak A. Roy-Chowdhury 30 0 0 06 Jan 2024
VLCounter: Text-aware Visual Representation for Zero-Shot Object Counting Seunggu Kang WonJun Moon Euiyeon Kim Jae-Pil Heo 18 21 0 27 Dec 2023
L-TUNING: Synchronized Label Tuning for Prompt and Prefix in LLMs Md. Kowsher Md. Shohanur Islam Sobuj Asif Mahmud Nusrat Jahan Prottasha Prakash Bhat 16 3 0 21 Dec 2023
A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis Jingyi Zhou Jie Zhou Jiabao Zhao Siyin Wang Haijun Shan Gui Tao Qi Zhang Xuanjing Huang LLMAG VLM 33 5 0 16 Dec 2023
ICL Markup: Structuring In-Context Learning using Soft-Token Tags Marc-Etienne Brunet Ashton Anderson R. Zemel 31 4 0 12 Dec 2023
Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking Ruolin Su Ting-Wei Wu B. Juang 21 1 0 10 Nov 2023
CloudEval-YAML: A Practical Benchmark for Cloud Configuration Generation Yifei Xu Yuning Chen Xumiao Zhang Xianshang Lin Pan Hu† ... Songwu Lu Wan Du Z. Mao Ennan Zhai Dennis Cai ALM 40 9 0 10 Nov 2023