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LoRA: Low-Rank Adaptation of Large Language Models
v1v2 (latest)

LoRA: Low-Rank Adaptation of Large Language Models

17 June 2021
J. E. Hu
Yelong Shen
Phillip Wallis
Zeyuan Allen-Zhu
Yuanzhi Li
Shean Wang
Lu Wang
Weizhu Chen
    OffRLAI4TSAI4CEALMAIMat
ArXiv (abs)PDFHTMLGithub (11998★)

Papers citing "LoRA: Low-Rank Adaptation of Large Language Models"

50 / 6,909 papers shown
Title
Learning to Generate Parameters of ConvNets for Unseen Image Data
Learning to Generate Parameters of ConvNets for Unseen Image Data
Shiye Wang
Kaituo Feng
Changsheng Li
Ye Yuan
Guoren Wang
98
1
0
18 Oct 2023
De novo protein design using geometric vector field networks
De novo protein design using geometric vector field networks
Weian Mao
Muzhi Zhu
Zheng Sun
Shuaike Shen
Lin Yuanbo Wu
Hao Chen
Chunhua Shen
DiffM
61
14
0
18 Oct 2023
Telecom AI Native Systems in the Age of Generative AI -- An Engineering
  Perspective
Telecom AI Native Systems in the Age of Generative AI -- An Engineering Perspective
Ricardo Britto
Timothy Murphy
Massimo Iovene
Leif Jonsson
Melike Erol-Kantarci
Benedek Kovács
61
7
0
18 Oct 2023
Investigating Uncertainty Calibration of Aligned Language Models under
  the Multiple-Choice Setting
Investigating Uncertainty Calibration of Aligned Language Models under the Multiple-Choice Setting
Guande He
Peng Cui
Jianfei Chen
Wenbo Hu
Jun Zhu
96
12
0
18 Oct 2023
Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs
Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs
Jiefeng Chen
Jinsung Yoon
Sayna Ebrahimi
Sercan O. Arik
Tomas Pfister
Somesh Jha
62
33
0
18 Oct 2023
VeRA: Vector-based Random Matrix Adaptation
VeRA: Vector-based Random Matrix Adaptation
D. J. Kopiczko
Tijmen Blankevoort
Yuki Markus Asano
VLM
85
164
0
17 Oct 2023
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from
  a Parametric Perspective
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective
Ming Zhong
Chenxin An
Weizhu Chen
Jiawei Han
Pengcheng He
101
12
0
17 Oct 2023
Last One Standing: A Comparative Analysis of Security and Privacy of
  Soft Prompt Tuning, LoRA, and In-Context Learning
Last One Standing: A Comparative Analysis of Security and Privacy of Soft Prompt Tuning, LoRA, and In-Context Learning
Rui Wen
Tianhao Wang
Michael Backes
Yang Zhang
Ahmed Salem
AAML
79
11
0
17 Oct 2023
Generative error correction for code-switching speech recognition using
  large language models
Generative error correction for code-switching speech recognition using large language models
Chen Chen
Yuchen Hu
Chao-Han Huck Yang
Hexin Liu
Sabato Marco Siniscalchi
Chng Eng Siong
69
9
0
17 Oct 2023
H2O Open Ecosystem for State-of-the-art Large Language Models
H2O Open Ecosystem for State-of-the-art Large Language Models
Arno Candel
Jon McKinney
Philipp Singer
Pascal Pfeiffer
Maximilian Jeblick
Chun Ming Lee
Marcos V. Conde
VLM
55
4
0
17 Oct 2023
Experimenting AI Technologies for Disinformation Combat: the IDMO
  Project
Experimenting AI Technologies for Disinformation Combat: the IDMO Project
Lorenzo Canale
Alberto Messina
18
2
0
17 Oct 2023
Denevil: Towards Deciphering and Navigating the Ethical Values of Large
  Language Models via Instruction Learning
Denevil: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning
Shitong Duan
Xiaoyuan Yi
Peng Zhang
Tun Lu
Xing Xie
Ning Gu
90
12
0
17 Oct 2023
Domain Generalization Using Large Pretrained Models with
  Mixture-of-Adapters
Domain Generalization Using Large Pretrained Models with Mixture-of-Adapters
Gyuseong Lee
Wooseok Jang
Jin Hyeon Kim
Jaewoo Jung
Seungryong Kim
MoEOOD
72
4
0
17 Oct 2023
Matrix Compression via Randomized Low Rank and Low Precision
  Factorization
Matrix Compression via Randomized Low Rank and Low Precision Factorization
R. Saha
Varun Srivastava
Mert Pilanci
85
23
0
17 Oct 2023
Exploring Automatic Evaluation Methods based on a Decoder-based LLM for
  Text Generation
Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation
Tomohito Kasahara
Daisuke Kawahara
80
3
0
17 Oct 2023
Correction Focused Language Model Training for Speech Recognition
Correction Focused Language Model Training for Speech Recognition
Yingyi Ma
Zhe Liu
Ozlem Kalinli
KELM
96
3
0
17 Oct 2023
Instructive Dialogue Summarization with Query Aggregations
Instructive Dialogue Summarization with Query Aggregations
Bin Wang
Zhengyuan Liu
Nancy F. Chen
87
3
0
17 Oct 2023
Tracking and Mapping in Medical Computer Vision: A Review
Tracking and Mapping in Medical Computer Vision: A Review
Adam Schmidt
Omid Mohareri
S. DiMaio
Michael C. Yip
Septimiu E. Salcudean
129
36
0
17 Oct 2023
LAMP: Learn A Motion Pattern for Few-Shot-Based Video Generation
LAMP: Learn A Motion Pattern for Few-Shot-Based Video Generation
Ruiqi Wu
Liangyu Chen
Tong Yang
Chunle Guo
Chongyi Li
Xiangyu Zhang
DiffMVGen
166
53
0
16 Oct 2023
A Survey on Video Diffusion Models
A Survey on Video Diffusion Models
Zhen Xing
Qijun Feng
Haoran Chen
Qi Dai
Hang-Rui Hu
Hang Xu
Zuxuan Wu
Yu-Gang Jiang
EGVMVGen
179
139
0
16 Oct 2023
DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and
  View-Change Human-Centric Video Editing
DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing
Jia-Wei Liu
Yan-Pei Cao
Jay Zhangjie Wu
Weijia Mao
Yuchao Gu
Rui Zhao
Jussi Keppo
Ying Shan
Mike Zheng Shou
VGenDiffM
106
17
0
16 Oct 2023
Sample Complexity of Preference-Based Nonparametric Off-Policy
  Evaluation with Deep Networks
Sample Complexity of Preference-Based Nonparametric Off-Policy Evaluation with Deep Networks
Zihao Li
Xiang Ji
Minshuo Chen
Mengdi Wang
OffRL
77
0
0
16 Oct 2023
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method
  for Aligning Large Language Models
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models
Ziniu Li
Tian Xu
Yushun Zhang
Zhihang Lin
Yang Yu
Ruoyu Sun
Zhimin Luo
139
79
0
16 Oct 2023
Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake
  Analysis
Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis
Kai Chen
Chunwei Wang
Kuo Yang
Jianhua Han
Lanqing Hong
...
Zhenguo Li
Dit-Yan Yeung
Lifeng Shang
Xin Jiang
Qun Liu
183
36
0
16 Oct 2023
MechGPT, a language-based strategy for mechanics and materials modeling
  that connects knowledge across scales, disciplines and modalities
MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities
Markus J. Buehler
KELM
90
61
0
16 Oct 2023
Real-Fake: Effective Training Data Synthesis Through Distribution
  Matching
Real-Fake: Effective Training Data Synthesis Through Distribution Matching
Jianhao Yuan
Jie Zhang
Shuyang Sun
Philip Torr
Bo Zhao
85
27
0
16 Oct 2023
Privacy in Large Language Models: Attacks, Defenses and Future
  Directions
Privacy in Large Language Models: Attacks, Defenses and Future Directions
Haoran Li
Yulin Chen
Jinglong Luo
Yan Kang
Xiaojin Zhang
Qi Hu
Chunkit Chan
Yangqiu Song
PILM
118
45
0
16 Oct 2023
ConsistNet: Enforcing 3D Consistency for Multi-view Images Diffusion
ConsistNet: Enforcing 3D Consistency for Multi-view Images Diffusion
Jiayu Yang
Ziang Cheng
Yunfei Duan
Pan Ji
Hongdong Li
DiffM
88
58
0
16 Oct 2023
Scene Graph Conditioning in Latent Diffusion
Scene Graph Conditioning in Latent Diffusion
Frank Fundel
DiffM
61
0
0
16 Oct 2023
Prediction of Arabic Legal Rulings using Large Language Models
Prediction of Arabic Legal Rulings using Large Language Models
Adel Ammar
Anis Koubaa
Bilel Benjdira
Omar Najar
Serry Sibaee
AILawELM
64
9
0
16 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and
  Outlook
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook
Ming Jin
Qingsong Wen
Yuxuan Liang
Chaoli Zhang
Siqiao Xue
...
Shirui Pan
Vincent S. Tseng
Yu Zheng
Lei Chen
Hui Xiong
AI4TSSyDa
168
124
0
16 Oct 2023
AdaLomo: Low-memory Optimization with Adaptive Learning Rate
AdaLomo: Low-memory Optimization with Adaptive Learning Rate
Kai Lv
Hang Yan
Qipeng Guo
Haijun Lv
Xipeng Qiu
ODL
88
23
0
16 Oct 2023
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco
  vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison
Shuo Sun
Yuchen Zhang
Jiahuan Yan
Yuze Gao
Donovan Ong
Bin Chen
Jian Su
ELMALM
70
13
0
16 Oct 2023
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation
Yangyang Guo
Guangzhi Wang
Mohan S. Kankanhalli
41
3
0
16 Oct 2023
Reusing Pretrained Models by Multi-linear Operators for Efficient
  Training
Reusing Pretrained Models by Multi-linear Operators for Efficient Training
Yu Pan
Ye Yuan
Yichun Yin
Zenglin Xu
Lifeng Shang
Xin Jiang
Qun Liu
95
17
0
16 Oct 2023
Decomposed Prompt Tuning via Low-Rank Reparameterization
Decomposed Prompt Tuning via Low-Rank Reparameterization
Yao Xiao
Lu Xu
Jiaxi Li
Wei Lu
Xiaoli Li
VLM
73
7
0
16 Oct 2023
JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models
  using Instruction-tuning
JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning
Issey Sukeda
Masahiro Suzuki
Hiroki Sakaji
Satoshi Kodera
LM&MA
77
9
0
16 Oct 2023
FATE-LLM: A Industrial Grade Federated Learning Framework for Large
  Language Models
FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models
Tao Fan
Yan Kang
Guoqiang Ma
Weijing Chen
Wenbin Wei
Lixin Fan
Qiang Yang
97
65
0
16 Oct 2023
Lifelong Sequence Generation with Dynamic Module Expansion and
  Adaptation
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation
Chengwei Qin
Junwon Lee
Shafiq Joty
CLL
104
14
0
15 Oct 2023
Enhancing Conversational Search: Large Language Model-Aided Informative
  Query Rewriting
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting
Fanghua Ye
Meng Fang
Shenghui Li
Emine Yilmaz
KELM
120
51
0
15 Oct 2023
Progressive Evidence Refinement for Open-domain Multimodal Retrieval
  Question Answering
Progressive Evidence Refinement for Open-domain Multimodal Retrieval Question Answering
Shuwen Yang
Anran Wu
Xingjiao Wu
Luwei Xiao
Tianlong Ma
Cheng Jin
Liang He
69
4
0
15 Oct 2023
Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural
  Networks
Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks
Woojin Cho
Kookjin Lee
Donsub Rim
Noseong Park
AI4CEPINN
94
20
0
14 Oct 2023
MiniGPT-v2: large language model as a unified interface for
  vision-language multi-task learning
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
Jun Chen
Deyao Zhu
Xiaoqian Shen
Xiang Li
Zechun Liu
Pengchuan Zhang
Raghuraman Krishnamoorthi
Vikas Chandra
Yunyang Xiong
Mohamed Elhoseiny
MLLM
255
474
0
14 Oct 2023
SALM: Speech-augmented Language Model with In-context Learning for
  Speech Recognition and Translation
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation
Zhehuai Chen
He Huang
A. Andrusenko
Oleksii Hrinchuk
Krishna C. Puvvada
Jason Chun Lok Li
Subhankar Ghosh
Jagadeesh Balam
Boris Ginsburg
LRM
91
58
0
13 Oct 2023
PromptRE: Weakly-Supervised Document-Level Relation Extraction via
  Prompting-Based Data Programming
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming
Chufan Gao
Xulin Fan
Jimeng Sun
Xuan Wang
65
8
0
13 Oct 2023
Automated Claim Matching with Large Language Models: Empowering
  Fact-Checkers in the Fight Against Misinformation
Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation
Eun Cheol Choi
Emilio Ferrara
86
18
0
13 Oct 2023
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large
  Language Model
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model
Qichen Ye
Junling Liu
Dading Chong
Peilin Zhou
Yining Hua
...
Meng Cao
Ziming Wang
Xuxin Cheng
Andrew Liu
Zhenhua Guo
AI4MHLM&MAELM
89
22
0
13 Oct 2023
CopyScope: Model-level Copyright Infringement Quantification in the
  Diffusion Workflow
CopyScope: Model-level Copyright Infringement Quantification in the Diffusion Workflow
Junlei Zhou
Jiashi Gao
Ziwei Wang
Xuetao Wei
47
2
0
13 Oct 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level
  Hallucination Detection
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection
Sehyun Choi
Tianqing Fang
Zhaowei Wang
Yangqiu Song
85
39
0
13 Oct 2023
MM-BigBench: Evaluating Multimodal Models on Multimodal Content
  Comprehension Tasks
MM-BigBench: Evaluating Multimodal Models on Multimodal Content Comprehension Tasks
Xiaocui Yang
Wenfang Wu
Shi Feng
Ming Wang
Daling Wang
Yang Li
Qi Sun
Yifei Zhang
Xiaoming Fu
Soujanya Poria
LRMELM
73
11
0
13 Oct 2023
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