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
Behavior Backdoor for Deep Learning Models Jinqiao Wang Pengfei Zhang R. Tao Jian Yang Hao Liu Xianglong Liu Y. X. Wei Yao Zhao AAML 88 0 0 02 Dec 2024
Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations Summra Saleem Muhammad Nabeel Asim L. V. Elst Andreas Dengel 77 0 0 01 Dec 2024
Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Linhai Zhuo Zheng Wang Yuqian Fu Tianwen Qian VLM 83 1 0 01 Dec 2024
Unified Parameter-Efficient Unlearning for LLMs Chenlu Ding Jiancan Wu Yancheng Yuan Jinda Lu Kai Zhang Alex Su Xiang Wang Xiangnan He MU KELM 102 6 0 30 Nov 2024
Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning Kaustubh Ponkshe Raghav Singhal Eduard A. Gorbunov Alexey Tumanov Samuel Horváth Praneeth Vepakomma 78 3 0 29 Nov 2024
PEFT-as-an-Attack! Jailbreaking Language Models during Federated Parameter-Efficient Fine-Tuning Shenghui Li Edith C.H. Ngai Fanghua Ye Thiemo Voigt SILM 90 6 0 28 Nov 2024
Sparse Attention Vectors: Generative Multimodal Model Features Are Discriminative Vision-Language Classifiers Chancharik Mitra Brandon Huang Tianning Chai Zhiqiu Lin Assaf Arbelle Rogerio Feris Leonid Karlinsky Trevor Darrell Deva Ramanan Roei Herzig VLM 137 4 0 28 Nov 2024
SmartLLMSentry: A Comprehensive LLM Based Smart Contract Vulnerability Detection Framework Oualid Zaazaa H. Bakkali 81 2 0 28 Nov 2024
Break the ID-Language Barrier: An Adaption Framework for Sequential Recommendation Xiaohan Yu Li Zhang Xin Zhao Yue Wang 76 2 0 27 Nov 2024
How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario Shih-Heng Wang Zih-Ching Chen Jiatong Shi Ming-To Chuang Guan-Ting Lin Kuan Po Huang David Harwath Shang-Wen Li Hung-yi Lee 94 1 0 27 Nov 2024
Evaluating and Improving the Robustness of Security Attack Detectors Generated by LLMs Samuele Pasini Jinhan Kim Tommaso Aiello Rocío Cabrera Lozoya Antonino Sabetta Paolo Tonella 70 1 0 27 Nov 2024
Instance-Aware Graph Prompt Learning Jiazheng Li Jundong Li Chuxu Zhang VLM 84 2 0 26 Nov 2024
One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models Pengfei Cao Yuheng Chen Zhuoran Jin Yubo Chen Kang Liu Jun Zhao KELM 78 0 0 26 Nov 2024
Soft-TransFormers for Continual Learning Haeyong Kang Chang D. Yoo CLL 93 0 0 25 Nov 2024
Predicting Emergent Capabilities by Finetuning Charlie Snell Eric Wallace Dan Klein Sergey Levine ELM LRM 93 4 0 25 Nov 2024
LoRA-Mini : Adaptation Matrices Decomposition and Selective Training Ayush Singh Rajdeep Aher Shivank Garg 74 1 0 24 Nov 2024
Panther: Illuminate the Sight of Multimodal LLMs with Instruction-Guided Visual Prompts Honglin Li Yuting Gao Chenglu Zhu Jingdong Chen M. Yang Lin Yang MLLM 93 0 0 21 Nov 2024
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation Seokil Ham H. Kim Sangmin Woo Changick Kim Mamba 282 0 0 21 Nov 2024
LightLLM: A Versatile Large Language Model for Predictive Light Sensing J. Hu Hong Jia Mahbub Hassan Lina Yao Brano Kusy Wen Hu 76 0 0 20 Nov 2024
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events Yuanyuan Tian Wenwen Li Lei Hu Xinyu Chen Michael Brook Michael Brubaker Fan Zhang A. Liljedahl KELM 85 1 0 19 Nov 2024
MC-LLaVA: Multi-Concept Personalized Vision-Language Model Ruichuan An Sihan Yang Ming Lu Kai Zeng Yulin Luo ... Hao Liang Qi She Shanghang Zhang Feiyu Xiong Wentao Zhang 93 6 0 18 Nov 2024
Prompting and Fine-tuning Large Language Models for Automated Code Review Comment Generation Md. Asif Haider Ayesha Binte Mostofa Sk. Sabit Bin Mosaddek Anindya Iqbal Toufique Ahmed ALM 60 2 0 15 Nov 2024
Evidential Federated Learning for Skin Lesion Image Classification Rutger Hendrix Federica Proietto Salanitri C. Spampinato S. Palazzo Ulas Bagci VLM FedML 31 0 0 15 Nov 2024
PTR: Precision-Driven Tool Recommendation for Large Language Models Hang Gao Yongfeng Zhang KELM 48 0 0 14 Nov 2024
A Practical Guide to Fine-tuning Language Models with Limited Data Márton Szép Daniel Rueckert Rüdiger von Eisenhart-Rothe Florian Hinterwimmer SyDa ALM 51 2 0 14 Nov 2024
NVCiM-PT: An NVCiM-assisted Prompt Tuning Framework for Edge LLMs Ruiyang Qin Pengyu Ren Zheyu Yan Liu Liu Dancheng Liu Amir Nassereldine Jinjun Xiong Kai Ni Sharon Hu Yiyu Shi VLM 75 1 0 12 Nov 2024
New Emerged Security and Privacy of Pre-trained Model: a Survey and Outlook Meng Yang Tianqing Zhu Chi Liu Wanlei Zhou Shui Yu Philip S. Yu AAML ELM PILM 69 1 0 12 Nov 2024
On Active Privacy Auditing in Supervised Fine-tuning for White-Box Language Models Qian Sun Hanpeng Wu Xi Sheryl Zhang 36 0 0 11 Nov 2024
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass Tong Chen Hao Fang Patrick Xia Xiaodong Liu Benjamin Van Durme Luke Zettlemoyer Jianfeng Gao Hao Cheng KELM 61 2 0 08 Nov 2024
Stepping Forward on the Last Mile Chen Feng Shaojie Zhuo Xiaopeng Zhang R. Ramakrishnan Zhaocong Yuan Andrew Zou Li 48 0 0 06 Nov 2024
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba Masakazu Yoshimura Teruaki Hayashi Yota Maeda Mamba 100 2 0 06 Nov 2024
Unified Pathological Speech Analysis with Prompt Tuning Fei Yang Xuenan Xu Mengyue Wu Kai Yu 28 0 0 05 Nov 2024
Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection Geng Yu Jianing Zhu Jiangchao Yao Bo Han OODD 51 0 0 05 Nov 2024
Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention Xingtai Lv Ning Ding Kaiyan Zhang Ermo Hua Ganqu Cui Bowen Zhou 42 1 0 04 Nov 2024
Masked Autoencoders are Parameter-Efficient Federated Continual Learners Yuchen He Xiangfeng Wang CLL FedML 50 0 0 04 Nov 2024
FPPL: An Efficient and Non-IID Robust Federated Continual Learning Framework Yuchen He Chuyun Shen Xiangfeng Wang Bo Jin FedML 34 1 0 04 Nov 2024
Parameter-Efficient Fine-Tuning of Large Language Models for Unit Test Generation: An Empirical Study André Storhaug Jingyue Li ALM 53 1 0 04 Nov 2024
Expanding Sparse Tuning for Low Memory Usage Shufan Shen Junshu Sun Xiangyang Ji Qingming Huang Shuhui Wang 52 0 0 04 Nov 2024
RuAG: Learned-rule-augmented Generation for Large Language Models Yudi Zhang Pei Xiao Lu Wang Chong Zhang Meng Fang ... Qingwei Lin Mykola Pechenizkiy Dongmei Zhang Saravan Rajmohan Qi Zhang LRM 43 0 0 04 Nov 2024
Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu Zhenwei Zhang VGen MedIm 67 1 0 03 Nov 2024
Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives Vincent Hanke Tom Blanchard Franziska Boenisch Iyiola Emmanuel Olatunji Michael Backes Adam Dziedzic PILM 68 3 0 02 Nov 2024
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction Liang Wang Qiang Liu Shaozhen Liu Xin Sun Shu Wu Liang Wang 51 2 0 02 Nov 2024
MoTaDual: Modality-Task Dual Alignment for Enhanced Zero-shot Composed Image Retrieval Haiwen Li Zhicheng Zhao Zhaohui Hou 33 0 0 31 Oct 2024
CleaR: Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning Yeachan Kim Junho Kim SangKeun Lee NoLa AAML 47 2 0 31 Oct 2024
An Individual Identity-Driven Framework for Animal Re-Identification Yihao Wu Di Zhao Jingfeng Zhang Yun Sing Koh 38 0 0 30 Oct 2024
MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning Xujia Wang Haiyan Zhao Shuo Wang Hanqing Wang Zhiyuan Liu MoMe MoE 40 0 0 30 Oct 2024
SVIP: Towards Verifiable Inference of Open-source Large Language Models Yifan Sun Yuhang Li Yue Zhang Yuchen Jin Huan Zhang 33 2 0 29 Oct 2024
Active Learning for Vision-Language Models Bardia Safaei Vishal M. Patel VLM 55 2 0 29 Oct 2024
Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models Donghoon Kim Gusang Lee Kyuhong Shim B. Shim 64 1 0 29 Oct 2024
A Hierarchical Language Model For Interpretable Graph Reasoning Sambhav Khurana Xiner Li Shurui Gui Shuiwang Ji LRM 41 0 0 29 Oct 2024