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
PaCA: Partial Connection Adaptation for Efficient Fine-Tuning Sunghyeon Woo Sol Namkung Sunwoo Lee Inho Jeong Beomseok Kim Dongsuk Jeon 39 0 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 77 12 0 28 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 58 0 0 27 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 Zhengwu Liu Ngai Wong 58 0 0 27 Feb 2025
PolyPrompt: Automating Knowledge Extraction from Multilingual Language Models with Dynamic Prompt Generation Nathan Roll 60 1 0 27 Feb 2025
Exploring Open-world Continual Learning with Knowns-Unknowns Knowledge Transfer Yujie Li Guannan Lai Xin Yang Heng Chang Marcello Bonsangue Tianrui Li CLL VLM 84 0 0 27 Feb 2025
Automatic Prompt Optimization via Heuristic Search: A Survey Wendi Cui Jiaxin Zhang Zechao Li Hao Sun Damien Lopez Kamalika Das Bradley Malin Sricharan Kumar 40 1 0 26 Feb 2025
GraphBridge: Towards Arbitrary Transfer Learning in GNNs Li Ju Xingyi Yang Qi Li Xinchao Wang 59 0 0 26 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 50 2 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 61 1 0 26 Feb 2025
R-LoRA: Random Initialization of Multi-Head LoRA for Multi-Task Learning Jinda Liu Yi-Ju Chang Yuan Wu 61 0 0 24 Feb 2025
Bridging Domain Gaps between Pretrained Multimodal Models and Recommendations Wenyu Zhang Jie Luo Xinming Zhang Yuan Fang 64 0 0 24 Feb 2025
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models Yupeng Chang Yi-Ju Chang Yuan Wu AI4CE ALM 95 0 0 24 Feb 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 105 3 0 24 Feb 2025
Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style Xueran Han Yuhan Liu Mingzhe Li Wen Liu Sen Hu Rui Yan Zhiqiang Xu Preslav Nakov 71 0 0 24 Feb 2025
Dependency Parsing with the Structuralized Prompt Template Keunha Kim Youngjoong Ko 43 0 0 24 Feb 2025
In-context learning of evolving data streams with tabular foundational models Afonso Lourenço João Gama Eric P. Xing Goreti Marreiros 69 0 0 24 Feb 2025
NEAT: Nonlinear Parameter-efficient Adaptation of Pre-trained Models Yibo Zhong Haoxiang Jiang Lincan Li Ryumei Nakada Tianci Liu Linjun Zhang Huaxiu Yao Haoyu Wang 85 2 0 24 Feb 2025
Representation Engineering for Large-Language Models: Survey and Research Challenges Lukasz Bartoszcze Sarthak Munshi Bryan Sukidi Jennifer Yen Zejia Yang David Williams-King Linh Le Kosi Asuzu Carsten Maple 102 0 0 24 Feb 2025
Vector-ICL: In-context Learning with Continuous Vector Representations Yufan Zhuang Chandan Singh Liyuan Liu Jingbo Shang Jianfeng Gao 73 4 0 21 Feb 2025
DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models Yanming Liu Xinyue Peng Yuwei Zhang Xiaolan Ke Songhang Deng ... Sheng Cheng Xun Wang Jianwei Yin Tianyu Du Xuhong Zhang 91 1 0 21 Feb 2025
Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation Yuheng Ji Yue Liu Zhicheng Zhang Zhao Zhang Yuting Zhao Gang Zhou Xingwei Zhang Xinwang Liu Xiaolong Zheng VLM 130 4 0 21 Feb 2025
MKE-Coder: Multi-Axial Knowledge with Evidence Verification in ICD Coding for Chinese EMRs Xinxin You Xien Liu Xue Yang Ziyi Wang Ji Wu 56 0 0 19 Feb 2025
Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity Yuri Kuratov M. Arkhipov Aydar Bulatov Andrey Kravchenko 92 0 0 18 Feb 2025
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation Zhiyuan Liu Yanchen Luo Han Huang Enzhi Zhang Sihang Li Sihang Li Yaorui Shi Xuben Wang Kenji Kawaguchi Tat-Seng Chua 102 3 0 18 Feb 2025
Multi-Attribute Steering of Language Models via Targeted Intervention Duy Nguyen Archiki Prasad Elias Stengel-Eskin Joey Tianyi Zhou LLMSV 110 0 0 18 Feb 2025
Control-CLIP: Decoupling Category and Style Guidance in CLIP for Specific-Domain Generation Zexi Jia Chuanwei Huang Hongyan Fei Yeshuang Zhu Zhiqiang Yuan Jinchao Zhang Jie Zhou DiffM VLM 74 0 0 17 Feb 2025
EvidenceMap: Learning Evidence Analysis to Unleash the Power of Small Language Models for Biomedical Question Answering Chang Zong Jian Wan Siliang Tang Lei Zhang 91 0 0 17 Feb 2025
Prompt-based Depth Pruning of Large Language Models Juyun Wee Minjae Park Jaeho Lee VLM 93 0 0 17 Feb 2025
Neural Networks Remember More: The Power of Parameter Isolation and Combination Biqing Zeng Zehan Li Aladdin Ayesh CLL KELM 43 0 0 16 Feb 2025
Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning M. A. Ma'sum Mahardhika Pratama Igor Skrjanc CLL 48 0 0 12 Feb 2025
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images Jinchen Yu Yongwei Nie Fei Qi Wenxiong Liao Hongmin Cai MedIm 59 0 0 10 Feb 2025
Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection Maximilian Spliethover Tim Knebler Fabian Fumagalli Maximilian Muschalik Barbara Hammer Eyke Hüllermeier Henning Wachsmuth 105 1 0 10 Feb 2025
Prompt-Driven Continual Graph Learning Qi Wang Tianfei Zhou Ye Yuan Rui Mao CLL 47 0 0 10 Feb 2025
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking Delvin Ce Zhang Dongwon Lee HILM LRM 74 0 0 09 Feb 2025
On Memory Construction and Retrieval for Personalized Conversational Agents Zhuoshi Pan Qianhui Wu Huiqiang Jiang Xufang Luo Hao Cheng ... Yue Yang Chin-Yew Lin H. Vicky Zhao Lili Qiu Jianfeng Gao RALM 64 3 0 08 Feb 2025
Rank Also Matters: Hierarchical Configuration for Mixture of Adapter Experts in LLM Fine-Tuning Peizhuang Cong Wenpu Liu Wenhan Yu Haochen Zhao Tong Yang ALM MoE 83 0 0 06 Feb 2025
Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization Yuanye Liu Jiahang Xu Li Zhang Qi Chen Xuan Feng Yang Chen Zhongxin Guo Yuqing Yang Cheng Peng 84 2 0 06 Feb 2025
TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems Si-Yang Liu Han-Jia Ye 73 7 0 04 Feb 2025
LAST SToP For Modeling Asynchronous Time Series Shubham Gupta Thibaut Durand Graham Taylor Lilian W. Białokozowicz AI4TS 44 0 0 04 Feb 2025
FinBloom: Knowledge Grounding Large Language Model with Real-time Financial Data Ankur Sinha Chaitanya Agarwal P. Malo AIFin 47 0 0 04 Feb 2025
PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Zequan Liu Yi Zhao Ming Tan Wei Zhu Aaron Xuxiang Tian 43 0 0 03 Feb 2025
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation Can Jin Ying Li Mingyu Zhao Shiyu Zhao Zhenting Wang Xiaoxiao He Ligong Han Tong Che Dimitris N. Metaxas VPVLM VLM 131 1 0 02 Feb 2025
Position: AI Scaling: From Up to Down and Out Yunke Wang Yanxi Li Chang Xu HAI 96 2 0 02 Feb 2025
Memory-Efficient Fine-Tuning of Transformers via Token Selection Antoine Simoulin Namyong Park Xiaoyi Liu Grey Yang 115 0 0 31 Jan 2025
Ensembles of Low-Rank Expert Adapters Yinghao Li Vianne Gao Chao Zhang MohamadAli Torkamani 80 0 0 31 Jan 2025
Improving Rule-based Reasoning in LLMs via Neurosymbolic Representations Varun Dhanraj Chris Eliasmith LRM 57 0 0 31 Jan 2025
Controllable Protein Sequence Generation with LLM Preference Optimization Xiangyu Liu Yi Liu Silei Chen Wei Hu 39 0 0 28 Jan 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang Haizhou Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 116 8 0 28 Jan 2025
Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition Jielong Tang Zhenxing Wang Ziyang Gong Jianxing Yu Shuang Wang Jian Yin 65 0 0 28 Jan 2025