Prefix-Tuning: Optimizing Continuous Prompts for Generation

1 January 2021

Xiang Lisa Li

Papers citing "Prefix-Tuning: Optimizing Continuous Prompts for Generation"

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Title
Prompt engineering and framework: implementation to increase code reliability based guideline for LLMs Rogelio Cruz Jonatan Contreras Francisco Guerrero Ezequiel Rodriguez Carlos Valdez Citlali Carrillo LLMAG 25 0 0 19 Mar 2025
On the Robustness Tradeoff in Fine-Tuning Kunyang Li Jean-Charles Noirot Ferrand Ryan Sheatsley Blaine Hoak Yohan Beugin Eric Pauley Patrick McDaniel 93 0 0 19 Mar 2025
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency Jiangxuan Long Zhao Song Chiwun Yang AI4TS 495 0 0 18 Mar 2025
DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models Haoyang Li Liang Wang Chao Wang Jing Jiang Yan Peng Guodong Long VLM 143 1 0 17 Mar 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 116 0 0 17 Mar 2025
RaSA: Rank-Sharing Low-Rank Adaptation Zhiwei He Zhaopeng Tu Xing Wang Xingyu Chen Zhaoxiang Wang Jiahao Xu Tian Liang Wenxiang Jiao Zizhuo Zhang Rui Wang ALM 146 3 0 16 Mar 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization Hao Mark Chen S. Hu Wayne Luk Timothy M. Hospedales Hongxiang Fan MoMe 138 1 0 16 Mar 2025
Using LLMs for Automated Privacy Policy Analysis: Prompt Engineering, Fine-Tuning and Explainability Yuxin Chen Peng Tang Weidong Qiu Shujun Li 59 0 0 16 Mar 2025
TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification Ans Munir Faisal Z. Qureshi M. H. Khan Mohsen Ali VLM 182 0 0 15 Mar 2025
Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages Matteo Farina Massimiliano Mancini Giovanni Iacca Elisa Ricci VLM 102 0 0 14 Mar 2025
MoLEx: Mixture of Layer Experts for Finetuning with Sparse Upcycling R. Teo T. Nguyen MoE 153 2 0 14 Mar 2025
FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-World LoRA Jieming Bian Lei Wang Letian Zhang Jie Xu 114 3 0 14 Mar 2025
Robustness Tokens: Towards Adversarial Robustness of Transformers Brian Pulfer Yury Belousov S. Voloshynovskiy AAML 92 0 0 13 Mar 2025
Compositional Subspace Representation Fine-tuning for Adaptive Large Language Models Andy Zhou MoMe 158 0 0 13 Mar 2025
Modeling Variants of Prompts for Vision-Language Models Ao Li Zongfang Liu Xinhua Li Jinghui Zhang Pengwei Wang Hu Wang VLM 80 0 0 13 Mar 2025
ASIDE: Architectural Separation of Instructions and Data in Language Models Egor Zverev Evgenii Kortukov Alexander Panfilov Soroush Tabesh Alexandra Volkova Sebastian Lapuschkin Wojciech Samek Christoph H. Lampert AAML 151 2 0 13 Mar 2025
Enhancing High-Quality Code Generation in Large Language Models with Comparative Prefix-Tuning Yuan Jiang Yujian Zhang Liang Lu Christoph Treude Xiaohong Su Shan Huang Tiantian Wang ALM 112 0 0 12 Mar 2025
DitHub: A Modular Framework for Incremental Open-Vocabulary Object Detection Chiara Cappellino Gianluca Mancusi Matteo Mosconi Angelo Porrello Simone Calderara Rita Cucchiara ObjD VLM 198 0 0 12 Mar 2025
Theoretical Guarantees for High Order Trajectory Refinement in Generative Flows Chengyue Gong Xiaoyu Li Yingyu Liang Jiangxuan Long Zhenmei Shi Zhao Song Yu Tian 151 3 0 12 Mar 2025
MMRL: Multi-Modal Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu VLM OffRL 469 3 0 11 Mar 2025
Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning Haoran Chen Ping Wang Zihan Zhou Xinming Zhang Zuxuan Wu Yu Jiang CLL 123 0 0 11 Mar 2025
1LoRA: Summation Compression for Very Low-Rank Adaptation Alessio Quercia Zhuo Cao Arya Bangun Richard D. Paul Abigail Morrison Ira Assent Hanno Scharr 98 1 0 11 Mar 2025
Iterative Prompt Relocation for Distribution-Adaptive Visual Prompt Tuning Chikai Shang Mengke Li Yiqun Zhang Zhen Chen Jinlin Wu Fangqing Gu Yang Lu Yiu-ming Cheung VLM 123 0 0 10 Mar 2025
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts Ming Zhang Yansen Wang Yujiong Shen Tingyi Yang Changhao Jiang ... Tao Liang Guojun Ma Qi Zhang Tao Gui Xuanjing Huang 128 0 0 09 Mar 2025
Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation Kuanghong Liu Jin Wang Kangjian He Dan Xu Xuejie Zhang 134 0 0 08 Mar 2025
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model Yecong Wan Mingwen Shao Yuanshuo Cheng Jun Shu Shuigen Wang 100 0 0 08 Mar 2025
End-to-End Action Segmentation Transformer Tieqiao Wang Sinisa Todorovic ViT 93 0 0 08 Mar 2025
Quantum-PEFT: Ultra parameter-efficient fine-tuning Toshiaki Koike-Akino F. Tonin Yongtao Wu Frank Zhengqing Wu Leyla Naz Candogan Volkan Cevher MQ 233 5 0 07 Mar 2025
Uncovering Gaps in How Humans and LLMs Interpret Subjective Language Erik Jones Arjun Patrawala Jacob Steinhardt 82 1 0 06 Mar 2025
Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model Wenke Huang Jian Liang Xianda Guo Yiyang Fang Guancheng Wan ... Bin Yang He Li Jiawei Shao Mang Ye Di Lin OffRL LRM MLLM KELM VLM 161 4 0 06 Mar 2025
ValuePilot: A Two-Phase Framework for Value-Driven Decision-Making Yitong Luo Hou Hei Lam Ziang Chen Zhenliang Zhang Xue Feng 144 0 0 06 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 105 0 0 06 Mar 2025
Benchmarking Large Language Models on Multiple Tasks in Bioinformatics NLP with Prompting Jiyue Jiang Pengan Chen Jinqiao Wang Dongchen He Ziqin Wei ... Yimin Fan Xiangyu Shi Jimeng Sun Chuan Wu Yuan Li LM&MA 121 3 0 06 Mar 2025
Personalized Federated Fine-tuning for Heterogeneous Data: An Automatic Rank Learning Approach via Two-Level LoRA Jie Hao Yuman Wu Ali Payani Myungjin Lee Mingrui Liu 128 2 0 05 Mar 2025
Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness Tingchen Fu Fazl Barez AAML 113 0 0 03 Mar 2025
Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace Jia-Chen Zhang Yu-Jie Xiong Chun-Ming Xia Dong-Hai Zhu Xi-He Qiu 121 4 0 03 Mar 2025
Alchemist: Towards the Design of Efficient Online Continual Learning System Yuyang Huang Yuhan Liu Haryadi S. Gunawi Beibin Li Changho Hwang CLL OnRL 184 0 0 03 Mar 2025
Scientific Reasoning: Assessment of Multimodal Generative LLMs Florian Dreyer Ekaterina Kolos Daria Matiash ReLM LRM 96 0 0 03 Mar 2025
Generalizable Prompt Learning of CLIP: A Brief Overview Fangming Cui Yonggang Zhang Xuan Wang Xule Wang Liang Xiao VPVLM VLM 526 1 0 03 Mar 2025
LoR2C : Low-Rank Residual Connection Adaptation for Parameter-Efficient Fine-Tuning Jiancheng Zhao Xingda Yu Yuxiang Zhang Zhen Yang OffRL 80 0 0 01 Mar 2025
PaCA: Partial Connection Adaptation for Efficient Fine-Tuning Sunghyeon Woo Sol Namkung Sunwoo Lee Inho Jeong Beomseok Kim Dongsuk Jeon 117 1 0 28 Feb 2025
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation Zhenyi Shen Hanqi Yan Linhai Zhang Zhanghao Hu Yali Du Yulan He LRM 200 27 0 28 Feb 2025
HaLoRA: Hardware-aware Low-Rank Adaptation for Large Language Models Based on Hybrid Compute-in-Memory Architecture Taiqiang Wu Chenchen Ding Wenyong Zhou Yuxin Cheng Xincheng Feng Shuqi Wang Chufan Shi Ziyue Liu Ngai Wong 138 0 0 27 Feb 2025
PolyPrompt: Automating Knowledge Extraction from Multilingual Language Models with Dynamic Prompt Generation Nathan Roll 153 1 0 27 Feb 2025
GeoEdit: Geometric Knowledge Editing for Large Language Models Yujie Feng Liming Zhan Zexin Lu Yongxin Xu Xu Chu Yasha Wang Jiannong Cao Philip S. Yu Xiao-Ming Wu KELM 118 1 0 27 Feb 2025
Exploring Open-world Continual Learning with Knowns-Unknowns Knowledge Transfer Yujie Li Guannan Lai Xin Yang Yongbin Li Marcello Bonsangue Tianrui Li CLL VLM 169 0 0 27 Feb 2025
CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning Ping Zhang Zhaorui Zhang Sheng Di Yao Xin Benben Liu 110 2 0 26 Feb 2025
A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm Wendi Cui Jiaxin Zhang Hao Sun Damien Lopez Damien Lopez Kamalika Das Sricharan Kumar Sricharan Kumar 95 1 0 26 Feb 2025
GraphBridge: Towards Arbitrary Transfer Learning in GNNs Li Ju Xingyi Yang Qi Li Xinchao Wang 155 0 0 26 Feb 2025
Shh, don't say that! Domain Certification in LLMs Cornelius Emde Alasdair Paren Preetham Arvind Maxime Kayser Tom Rainforth Thomas Lukasiewicz Guohao Li Philip Torr Adel Bibi 132 2 0 26 Feb 2025