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
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking Dina Pisarevskaya Arkaitz Zubiaga 125 1 0 18 Jan 2025
CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics Kai Yin Chengkai Liu Ali Mostafavi Helen Zhou 134 12 0 17 Jan 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation Javier Gamazo Tejero Moritz Schmid Pablo Márquez-Neila M. Zinkernagel Sebastian Wolf Raphael Sznitman MedIm 71 0 0 12 Jan 2025
RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot Spandan Garg Roshanak Zilouchian Moghaddam Neel Sundaresan 194 11 0 10 Jan 2025
RoRA: Efficient Fine-Tuning of LLM with Reliability Optimization for Rank Adaptation Jun Liu Zhenglun Kong Zhaoyang Han Changdi Yang Xuan Shen ... Wei Niu Wenbin Zhang Xue Lin Dong Huang Yanzhi Wang ALM 110 5 0 08 Jan 2025
IDEAL: Leveraging Infinite and Dynamic Characterizations of Large Language Models for Query-focused Summarization Jie Cao Dian Jiao Qiang Yan Wenqiao Zhang Siliang Tang Yueting Zhuang 102 1 0 08 Jan 2025
CGP-Tuning: Structure-Aware Soft Prompt Tuning for Code Vulnerability Detection Ruijun Feng Hammond Pearce Pietro Liguori Yulei Sui 132 0 0 08 Jan 2025
GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning Zhe-Rui Yang Jindong Han Chang-Dong Wang Hao Liu OffRL 151 1 0 08 Jan 2025
CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets Tanay Agrawal Mohammed Guermal Michal Balazia François Brémond 80 0 0 08 Jan 2025
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion Dong Hyun Jeon Wenbo Sun Haoze Song Dongfang Liu Velasquez Alvaro Yixin Xie Shuteng Niu 115 1 0 07 Jan 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation Zhi Qu Yiran Wang Jiannan Mao Chenchen Ding Hideki Tanaka Masao Utiyama Taro Watanabe LRM 128 0 0 06 Jan 2025
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction Jiaxin Duan Fengyu Lu Junfei Liu 102 0 0 04 Jan 2025
Multimodal Large Models Are Effective Action Anticipators Binglu Wang Yao Tian Shunzhou Wang Le Yang OffRL 61 0 0 03 Jan 2025
Differentiable Prompt Learning for Vision Language Models Zhenhan Huang Tejaswini Pedapati Pin-Yu Chen Jianxi Gao VLM 100 0 0 03 Jan 2025
Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment Jianfei Zhang Jun Bai Yangqiu Song Yanmeng Wang Rumei Li Chenghua Lin Wenge Rong 157 0 0 31 Dec 2024
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation Qiang Liu Zhaopeng Qiu Xiangyu Zhao X. Wu Zijian Zhang Tong Xu Feng Tian 154 0 0 31 Dec 2024
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou Xianglong Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 166 30 0 31 Dec 2024
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages Tejas Deshpande Nidhi Kowtal Raviraj Joshi LRM 166 1 0 31 Dec 2024
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 194 0 0 31 Dec 2024
GaLore $+$ : Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection Xutao Liao Shaohui Li Yuhui Xu Zhi Li Yebin Liu You He VLM 126 6 0 31 Dec 2024
Modality-missing RGBT Tracking: Invertible Prompt Learning and High-quality Benchmarks Andong Lu Jiacong Zhao Chenglong Li Jin Tang Bin Luo VLM 110 8 0 31 Dec 2024
Prompt Tuning for Item Cold-start Recommendation Yuezihan Jiang Gaode Chen Wenhan Zhang Jiadong Wang Yinjie Jiang Qi Zhang Jingjian Lin Peng Jiang Kaigui Bian VLM 81 1 0 24 Dec 2024
LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Rushendra Sidibomma Pransh Patwa Parth Patwa Aman Chadha Vinija Jain A. Das 127 0 0 22 Dec 2024
Privacy in Fine-tuning Large Language Models: Attacks, Defenses, and Future Directions Hao Du Shang Liu Lele Zheng Yang Cao Atsuyoshi Nakamura Lei Chen AAML 218 5 0 21 Dec 2024
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks Yaming Zhang Chenqiang Gao Fangcen Liu Junjie Guo Lan Wang Xinggan Peng Deyu Meng 209 0 0 21 Dec 2024
From General to Specific: Tailoring Large Language Models for Personalized Healthcare Ruize Shi Hong Huang Wei Zhou Kehan Yin Kai Zhao Yun Zhao LM&MA AI4MH 115 1 0 20 Dec 2024
LAMA-UT: Language Agnostic Multilingual ASR through Orthography Unification and Language-Specific Transliteration Sangmin Lee Woo-Jin Chung Hong-Goo Kang Hong-Goo Kang 158 0 0 19 Dec 2024
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs Imam Nur Bani Yusuf Lingxiao Jiang 146 1 0 18 Dec 2024
Prompt Categories Cluster for Weakly Supervised Semantic Segmentation Wangyu Wu Xianglin Qiu Siqi Song Xiaowei Huang Fei Ma Jimin Xiao VLM 206 6 0 18 Dec 2024
Efficient Fine-Tuning of Single-Cell Foundation Models Enables Zero-Shot Molecular Perturbation Prediction Sepideh Maleki Jan-Christian Huetter Kangway V Chuang Gabriele Scalia Tommaso Biancalani Tommaso Biancalani AI4CE 191 3 0 18 Dec 2024
FineGates: LLMs Finetuning with Compression using Stochastic Gates Jonathan Svirsky Yehonathan Refael Ofir Lindenbaum 136 1 0 17 Dec 2024
Optimizing AI-Assisted Code Generation Simon Torka Sahin Albayrak 139 1 0 14 Dec 2024
UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval Haoyu Jiang Zhi-Qi Cheng Gabriel Moreira Jiawen Zhu Jingdong Sun Bukun Ren Jun-Yan He Qi Dai Xian-Sheng Hua VLM 147 0 0 14 Dec 2024
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning Lulu Zhao Weihao Zeng Xiaofeng Shi Hua Zhou MoMe MoE 127 2 0 12 Dec 2024
Orchestrating the Symphony of Prompt Distribution Learning for Human-Object Interaction Detection Mingda Jia Liming Zhao Ge Li Yun Zheng VLM 178 0 0 11 Dec 2024
Effective Text Adaptation for LLM-based ASR through Soft Prompt Fine-Tuning Yingyi Ma Zhe Liu Ozlem Kalinli 170 0 0 09 Dec 2024
Continual Learning for Segment Anything Model Adaptation Jinglong Yang Yichen Wu Jun Cen Wenjian Huang Hong Wang Jianguo Zhang TTA CLL 131 0 0 09 Dec 2024
When Vision Models Meet Parameter Efficient Look-Aside Adapters Without Large-Scale Audio Pretraining Juan Yeo Jinkwan Jang Kyubyung Chae Seongkyu Mun Taesup Kim VLM 155 0 0 08 Dec 2024
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models Fan Wang Juyong Jiang Chansung Park Sunghun Kim Jing Tang 208 2 0 08 Dec 2024
MIND: Effective Incorrect Assignment Detection through a Multi-Modal Structure-Enhanced Language Model Yunhe Pang Bo Chen Fanjin Zhang Yanghui Rao Jie Tang 136 0 0 05 Dec 2024
Explainable CTR Prediction via LLM Reasoning Xiaohan Yu Li Zhang C. L. Philip Chen OffRL LRM 143 1 0 03 Dec 2024
Behavior Backdoor for Deep Learning Models Jinqiao Wang Pengfei Zhang R. Tao Jian Yang Hao Liu Xianglong Liu Y. X. Wei Yao Zhao AAML 134 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 113 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 177 2 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 193 8 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 296 7 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 219 6 0 28 Nov 2024
SmartLLMSentry: A Comprehensive LLM Based Smart Contract Vulnerability Detection Framework Oualid Zaazaa H. Bakkali 134 3 0 28 Nov 2024
Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features Chancharik Mitra Brandon Huang Tianning Chai Zhiqiu Lin Assaf Arbelle Rogerio Feris Leonid Karlinsky Trevor Darrell Deva Ramanan Roei Herzig VLM 414 4 0 28 Nov 2024
Break the ID-Language Barrier: An Adaption Framework for Sequential Recommendation Xiaohan Yu Li Zhang Xin Zhao Yue Wang 120 2 0 27 Nov 2024