v1v2 (latest)

The Power of Scale for Parameter-Efficient Prompt Tuning

18 April 2021

Papers citing "The Power of Scale for Parameter-Efficient Prompt Tuning"

50 / 2,608 papers shown

Title
Large Language Models for the Automated Analysis of Optimization Algorithms Camilo Chacón Sartori Christian Blum Gabriela Ochoa 106 3 0 13 Feb 2024
Efficient and Scalable Fine-Tune of Language Models for Genome Understanding Huixin Zhan Ying Nian Wu Zijun Zhang ALM 47 1 0 12 Feb 2024
PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs Soroush Nasiriany Fei Xia Wenhao Yu Ted Xiao Jacky Liang ... Karol Hausman N. Heess Chelsea Finn Sergey Levine Brian Ichter LM&Ro LRM 98 114 0 12 Feb 2024
Tailoring Education with GenAI: A New Horizon in Lesson Planning K. Karpouzis Dimitris Pantazatos Joanna Taouki Kalliopi Meli 54 14 0 12 Feb 2024
Asking Multimodal Clarifying Questions in Mixed-Initiative Conversational Search Yifei Yuan Clemencia Siro Mohammad Aliannejadi Maarten de Rijke Wai Lam 70 10 0 12 Feb 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering Xiaoxin He Yijun Tian Yifei Sun Nitesh Chawla T. Laurent Yann LeCun Xavier Bresson Bryan Hooi RALM 201 96 0 12 Feb 2024
In-Context Data Distillation with TabPFN Junwei Ma Valentin Thomas Guangwei Yu M. Volkovs 109 10 0 10 Feb 2024
Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue Jian Wang Chak Tou Leong Jiashuo Wang Dongding Lin Wenjie Li Xiao-Yong Wei 95 9 0 10 Feb 2024
Large Language Models for Captioning and Retrieving Remote Sensing Images João Daniel Silva João Magalhães D. Tuia Bruno Martins 89 29 0 09 Feb 2024
A Unified Causal View of Instruction Tuning Luyao Chen Wei Huang Ruqing Zhang Wei Chen Jiafeng Guo Xueqi Cheng 62 1 0 09 Feb 2024
Let Your Graph Do the Talking: Encoding Structured Data for LLMs Bryan Perozzi Bahare Fatemi Dustin Zelle Anton Tsitsulin Mehran Kazemi Rami Al-Rfou Jonathan J. Halcrow GNN 94 69 0 08 Feb 2024
Learning to Route Among Specialized Experts for Zero-Shot Generalization Mohammed Muqeeth Haokun Liu Yufan Liu Colin Raffel MoMe 97 38 0 08 Feb 2024
Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models Feihu Jin Yifan Liu Ying Tan LRM ReLM LLMAG 56 13 0 08 Feb 2024
Scaling Up LLM Reviews for Google Ads Content Moderation Wei Qiao Tushar Dogra Otilia Stretcu Yu-Han Lyu Tiantian Fang ... Chih-Chun Chia Ariel Fuxman Fangzhou Wang Ranjay Krishna Mehmet Tek 75 13 0 07 Feb 2024
ConvLoRA and AdaBN based Domain Adaptation via Self-Training Sidra Aleem J. Dietlmeier Eric Arazo Suzanne Little 59 10 0 07 Feb 2024
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition Jinghui Lu Ziwei Yang Yanjie Wang Xuejing Liu Brian Mac Namee Can Huang MoE 130 6 0 07 Feb 2024
RA-Rec: An Efficient ID Representation Alignment Framework for LLM-based Recommendation Xiaohan Yu Li Zhang Xin Zhao Yue Wang Zhongrui Ma 85 11 0 07 Feb 2024
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains Junhong Shen Neil Tenenholtz James Hall David Alvarez-Melis Nicolò Fusi 91 33 0 06 Feb 2024
Harnessing the Plug-and-Play Controller by Prompting Hao Wang Lei Sha 76 4 0 06 Feb 2024
Read to Play (R2-Play): Decision Transformer with Multimodal Game Instruction Yonggang Jin Ge Zhang Hao Zhao Tianyu Zheng Jiawei Guo Liuyu Xiang Shawn Yue Stephen W. Huang Zhaofeng He Jie Fu OffRL 126 4 0 06 Feb 2024
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More Fred Philippy Siwen Guo Shohreh Haddadan Cedric Lothritz Jacques Klein Tegawende F. Bissyande AAML VLM 49 2 0 06 Feb 2024
Personalized Language Modeling from Personalized Human Feedback Xinyu Li Zachary C. Lipton Liu Leqi ALM 141 59 0 06 Feb 2024
CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model Aoran Xiao Weihao Xuan Heli Qi Yun Xing Ruijie Ren Xiaoqin Zhang Ling Shao Shijian Lu VLM MLLM 113 15 0 06 Feb 2024
OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning Wei-Cheng Huang Chun-Fu Chen Hsiang Hsu VLM 80 11 0 06 Feb 2024
SWAG: Storytelling With Action Guidance Zeeshan Patel Karim El-Refai Jonathan Pei Tianle Li LLMAG 77 4 0 05 Feb 2024
Empowering Time Series Analysis with Large Language Models: A Survey Yushan Jiang Zijie Pan Xikun Zhang Sahil Garg Anderson Schneider Yuriy Nevmyvaka Dongjin Song AI4TS AIFin 178 56 0 05 Feb 2024
Intent-based Prompt Calibration: Enhancing prompt optimization with synthetic boundary cases Elad Levi Eli Brosh Matan Friedmann 64 12 0 05 Feb 2024
Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector Yu Fu Yu Wang Yixuan Pan Lian Huai Xingyu Qiu Zeyu Shangguan Tong Liu Yanwei Fu Luc Van Gool Xingqun Jiang 146 21 0 05 Feb 2024
Time-, Memory- and Parameter-Efficient Visual Adaptation Otniel-Bogdan Mercea Alexey Gritsenko Cordelia Schmid Anurag Arnab VLM 90 15 0 05 Feb 2024
Spatio-temporal Prompting Network for Robust Video Feature Extraction Guanxiong Sun Chi Wang Zhaoyu Zhang Jiankang Deng Stefanos Zafeiriou Yang Hua ViT 68 4 0 04 Feb 2024
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning Lanqing Li Hai Zhang Xinyu Zhang Shatong Zhu Junqiao Zhao Junqiao Zhao Pheng-Ann Heng OffRL 123 11 0 04 Feb 2024
GLaPE: Gold Label-agnostic Prompt Evaluation and Optimization for Large Language Model Xuanchang Zhang Zhuosheng Zhang Hai Zhao LRM ALM 67 3 0 04 Feb 2024
Revisiting the Power of Prompt for Visual Tuning Yuzhu Wang Lechao Cheng Chaowei Fang Dingwen Zhang Manni Duan Meng Wang VLM 132 16 0 04 Feb 2024
Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning Li Ren Chen Chen Liqiang Wang Kien Hua 77 5 0 04 Feb 2024
A Survey of Large Language Models in Finance (FinLLMs) Jean Lee Nicholas Stevens S. Han Minseok Song AIFin 99 70 0 04 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 110 36 0 04 Feb 2024
From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers Bharat Runwal Tejaswini Pedapati Pin-Yu Chen MoE 124 5 0 02 Feb 2024
Stochastic Two Points Method for Deep Model Zeroth-order Optimization Yijiang Pang Jiayu Zhou 131 1 0 02 Feb 2024
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases Jiajie Zhang S. Cao Linmei Hu Ling Feng Lei Hou Juanzi Li KELM 70 3 0 02 Feb 2024
Style Vectors for Steering Generative Large Language Model Kai Konen Sophie Jentzsch Diaoulé Diallo Peer Schutt Oliver Bensch Roxanne El Baff Dominik Opitz Tobias Hecking LLMSV 95 21 0 02 Feb 2024
LoTR: Low Tensor Rank Weight Adaptation Daniel Bershatsky Daria Cherniuk Talgat Daulbaev A. Mikhalev Ivan Oseledets 148 17 0 02 Feb 2024
SA-MDKIF: A Scalable and Adaptable Medical Domain Knowledge Injection Framework for Large Language Models Tianhan Xu Zhe Hu LingSen Chen Bin Li LM&MA 93 1 0 01 Feb 2024
On Prompt-Driven Safeguarding for Large Language Models Chujie Zheng Fan Yin Hao Zhou Fandong Meng Jie Zhou Kai-Wei Chang Minlie Huang Nanyun Peng AAML 134 63 0 31 Jan 2024
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model Zihan Zhong Zhiqiang Tang Tong He Haoyang Fang Chun Yuan 112 49 0 31 Jan 2024
Uncertainty-Aware Explainable Recommendation with Large Language Models Yicui Peng Hao Chen C. Lin Guo Huang Jinrong Hu Hui Guo Bin Kong Shu Hu Xi Wu Xin Wang LRM 117 9 0 31 Jan 2024
Repositioning the Subject within Image Yikai Wang Chenjie Cao Ke Fan Qiaole Dong Yifan Li Xiangyang Xue Yanwei Fu DiffM 105 2 0 30 Jan 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 252 18 0 30 Jan 2024
Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction Weibin Liao Yinghao Zhu Zixiang Wang Xu Chu Yasha Wang Liantao Ma Yasha Wang Liantao Ma 73 0 0 30 Jan 2024
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks Bolei Ma Ercong Nie Shuzhou Yuan Helmut Schmid Michael Farber Frauke Kreuter Hinrich Schütze VLM 159 6 0 29 Jan 2024
X-PEFT: eXtremely Parameter-Efficient Fine-Tuning for Extreme Multi-Profile Scenarios Namju Kwak Taesup Kim MoE 31 0 0 29 Jan 2024