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
Positional Prompt Tuning for Efficient 3D Representation Learning Shaochen Zhang Zekun Qi Runpei Dong Xiuxiu Bai Xing Wei 48 4 0 21 Aug 2024
Flexora: Flexible Low Rank Adaptation for Large Language Models Chenxing Wei Yao Shu Ying Tiffany He Fei Richard Yu AI4CE 39 3 0 20 Aug 2024
Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model Chenhan Yuan Fei Huang Ru Peng Keming Lu Bowen Yu Chang Zhou Jingren Zhou KELM 47 0 0 20 Aug 2024
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology Yihao Hou Christoph Bert A. Gomaa G. Lahmer D. Hoefler ... S. Semrau Andreas Maier R. Fietkau Yixing Huang F. Putz LM&MA 40 0 0 20 Aug 2024
Language Modeling on Tabular Data: A Survey of Foundations, Techniques and Evolution Yucheng Ruan Xiang Lan Jingying Ma Yizhi Dong Kai He Mengling Feng LMTD 73 4 0 20 Aug 2024
QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning Yilun Kong Hangyu Mao Qi Zhao Bin Zhang Jingqing Ruan Li Shen Yongzhe Chang Xueqian Wang Rui Zhao Dacheng Tao OffRL 52 1 0 20 Aug 2024
What can Large Language Models Capture about Code Functional Equivalence? Nickil Maveli Antonio Vergari Shay B. Cohen 47 3 0 20 Aug 2024
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation Xiaoyu Kong Jiancan Wu An Zhang Leheng Sheng Hui Lin Xiang Wang Xiangnan He AI4TS 63 8 0 19 Aug 2024
NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models Cheng Lin Lujun Li Dezhi Li Jie Zou Wei Xue Yike Guo AI4TS 51 4 0 18 Aug 2024
Combo: Co-speech holistic 3D human motion generation and efficient customizable adaptation in harmony Chao Xu Mingze Sun Zhi-Qi Cheng Fei-Yue Wang Yang Liu Baigui Sun Ruqi Huang Alexander G. Hauptmann VGen 50 3 0 18 Aug 2024
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models Vladimir Araujo Marie-Francine Moens Tinne Tuytelaars CLL MoMe 33 2 0 16 Aug 2024
AdaRank: Disagreement Based Module Rank Prediction for Low-rank Adaptation Yihe Dong ALM 39 1 0 16 Aug 2024
Adaptive Layer Selection for Efficient Vision Transformer Fine-Tuning Alessio Devoto Federico Alvetreti Jary Pomponi P. Lorenzo Pasquale Minervini Simone Scardapane 56 2 0 16 Aug 2024
Tuning a SAM-Based Model with Multi-Cognitive Visual Adapter to Remote Sensing Instance Segmentation Linghao Zheng Xinyang Pu Feng Xu 36 2 0 16 Aug 2024
Graph Retrieval-Augmented Generation: A Survey Boci Peng Yun Zhu Yongchao Liu Xiaohe Bo Haizhou Shi Chuntao Hong Yan Zhang Siliang Tang 3DV 63 67 0 15 Aug 2024
Large Language Models Prompting With Episodic Memory Dai Do Quan Tran Svetha Venkatesh Hung Le LLMAG 45 1 0 14 Aug 2024
Do GPT Language Models Suffer From Split Personality Disorder? The Advent Of Substrate-Free Psychometrics P. Romero Stephen Fitz T. Nakatsuma 33 10 0 14 Aug 2024
LoRA $^2$ : Multi-Scale Low-Rank Approximations for Fine-Tuning Large Language Models Jia-Chen Zhang Yu-Jie Xiong He-Xi Qiu Dong-Hai Zhu Chun-Ming Xia MoE 32 0 0 13 Aug 2024
ActPrompt: In-Domain Feature Adaptation via Action Cues for Video Temporal Grounding Yubin Wang Xinyang Jiang De Cheng Dongsheng Li Cairong Zhao VLM 43 1 0 13 Aug 2024
CROME: Cross-Modal Adapters for Efficient Multimodal LLM Sayna Ebrahimi Sercan O. Arik Tejas Nama Tomas Pfister 54 1 0 13 Aug 2024
Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning Yingjin Song Denis Paperno Albert Gatt 42 0 0 12 Aug 2024
Efficient and Versatile Robust Fine-Tuning of Zero-shot Models Sungyeon Kim Boseung Jeong Donghyun Kim Suha Kwak VLM 42 2 0 11 Aug 2024
SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning Yuze Zhao Jintao Huang Jinghan Hu Xingjun Wang Yunlin Mao ... Zhikai Wu Baole Ai Ang Wang Wenmeng Zhou Yingda Chen 55 31 0 10 Aug 2024
COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis Weiqing Yang Hanbin Wang Zhenghao Liu Xinze Li Yukun Yan Shuo Wang Yu Gu Minghe Yu Zhiyuan Liu Ge Yu 50 2 0 09 Aug 2024
SARA: Singular-Value Based Adaptive Low-Rank Adaption Jihao Gu Shuai Chen Zelin Wang Yibo Zhang Ping Gong 41 3 0 06 Aug 2024
Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement Le Yu Bowen Yu Haiyang Yu Fei Huang Yongbin Li MoMe 41 5 0 06 Aug 2024
Empathy Level Alignment via Reinforcement Learning for Empathetic Response Generation Hui Ma Bo Zhang Bo Xu Jian Wang Hongfei Lin Xiao Sun 62 1 0 06 Aug 2024
Can Reinforcement Learning Unlock the Hidden Dangers in Aligned Large Language Models? Mohammad Bahrami Karkevandi Nishant Vishwamitra Peyman Najafirad AAML 56 1 0 05 Aug 2024
StyEmp: Stylizing Empathetic Response Generation via Multi-Grained Prefix Encoder and Personality Reinforcement Yahui Fu Chenhui Chu Tatsuya Kawahara 47 2 0 05 Aug 2024
Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Wenlve Zhou Zhiheng Zhou VLM 43 4 0 05 Aug 2024
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models Zi Liang Haibo Hu Qingqing Ye Yaxin Xiao Haoyang Li AAML ELM SILM 58 6 0 05 Aug 2024
Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets Shima Foolad Kourosh Kiani R. Rastgoo FaML 50 0 0 04 Aug 2024
TS-SAM: Fine-Tuning Segment-Anything Model for Downstream Tasks Yang Yu Cheng-Zhong Xu Kai Wang VLM 53 2 0 03 Aug 2024
Pre-trained Language Models Improve the Few-shot Prompt Ability of Decision Transformer Yu Yang Pan Xu VLM OffRL 44 1 0 02 Aug 2024
Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Wei Chen Long Chen Ivan Srba Yu Wu MoMe VLM 36 4 0 02 Aug 2024
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration Donwon Park Leixian Shen Se Young Chun 37 2 0 02 Aug 2024
Exploiting the Semantic Knowledge of Pre-trained Text-Encoders for Continual Learning Lu Yu Hesong Li Ying Fu Joost van de Weijer Changsheng Xu CLL 60 1 0 02 Aug 2024
Tensor Train Low-rank Approximation (TT-LoRA): Democratizing AI with Accelerated LLMs Afia Anjum Maksim E. Eren V. Setlur Boian Alexandrov Manish Bhattarai 37 2 0 02 Aug 2024
PERSOMA: PERsonalized SOft ProMpt Adapter Architecture for Personalized Language Prompting Liam Hebert Krishna Sayana Ambarish Jash Alexandros Karatzoglou Geordie Williamson Sumanth Doddapaneni Yanli Cai Dima Kuzmin 36 3 0 02 Aug 2024
Multi-Modal Parameter-Efficient Fine-tuning via Graph Neural Network Bin Cheng Jiaxuan Lu 43 0 0 01 Aug 2024
MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment Anurag Das Xinting Hu Li Jiang Bernt Schiele VLM 54 3 0 31 Jul 2024
CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning Yuexi Du Brian Chang Nicha Dvornek MedIm VLM 50 2 0 30 Jul 2024
SSPA: Split-and-Synthesize Prompting with Gated Alignments for Multi-Label Image Recognition Hao Tan Zichang Tan Jun Li Jun Wan Zhen Lei Stan Z. Li VLM 51 1 0 30 Jul 2024
PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning M. A. Ma'sum Mahardhika Pratama Savitha Ramasamy Lin Liu Habibullah Habibullah Ryszard Kowalczyk CLL 46 0 0 30 Jul 2024
Advancing Prompt Learning through an External Layer Fangming Cui Xun Yang Chao Wu Liang Xiao Xinmei Tian VLM 43 1 0 29 Jul 2024
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks Nakamasa Inoue Shinta Otake Takumi Hirose Masanari Ohi Rei Kawakami 50 1 0 28 Jul 2024
Ego-VPA: Egocentric Video Understanding with Parameter-efficient Adaptation Tz-Ying Wu Kyle Min Subarna Tripathi Nuno Vasconcelos EgoV 60 0 0 28 Jul 2024
Parameter-Efficient Fine-Tuning via Circular Convolution Aochuan Chen Jiashun Cheng Zijing Liu Ziqi Gao Fugee Tsung Yu-Feng Li Jia Li 61 2 0 27 Jul 2024
Knowledge Graph Structure as Prompt: Improving Small Language Models Capabilities for Knowledge-based Causal Discovery Yuni Susanti Michael Färber 34 3 0 26 Jul 2024
A Role-specific Guided Large Language Model for Ophthalmic Consultation Based on Stylistic Differentiation Laiyi Fu Binbin Fan Hongkai Du Yanxiang Feng Chunhua Li Huping Song LM&MA 44 0 0 26 Jul 2024