Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2106.09685
Cited By
v1
v2 (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
OffRL
AI4TS
AI4CE
ALM
AIMat
Re-assign community
ArXiv (abs)
PDF
HTML
Github (11998★)
Papers citing
"LoRA: Low-Rank Adaptation of Large Language Models"
50 / 6,909 papers shown
Title
Platypus: Quick, Cheap, and Powerful Refinement of LLMs
Ariel N. Lee
Cole J. Hunter
Nataniel Ruiz
ALM
ObjD
89
143
0
14 Aug 2023
Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification
Olesya Razuvayevskaya
Ben Wu
João A. Leite
Freddy Heppell
Ivan Srba
Carolina Scarton
Kalina Bontcheva
Xingyi Song
62
10
0
14 Aug 2023
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models
Peng Wang
Ningyu Zhang
Bo Tian
Zekun Xi
Yunzhi Yao
...
Shuyang Cheng
Kangwei Liu
Yuansheng Ni
Guozhou Zheng
Huajun Chen
KELM
85
57
0
14 Aug 2023
SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation
An-Chi Wang
Mobarakol Islam
Mengya Xu
Yang Zhang
Hongliang Ren
AAML
52
30
0
14 Aug 2023
OctoPack: Instruction Tuning Code Large Language Models
Niklas Muennighoff
Qian Liu
A. Zebaze
Qinkai Zheng
Binyuan Hui
Terry Yue Zhuo
Swayam Singh
Xiangru Tang
Leandro von Werra
Shayne Longpre
VLM
ALM
155
140
0
14 Aug 2023
Language is All a Graph Needs
Ruosong Ye
Caiqi Zhang
Runhui Wang
Shuyuan Xu
Yongfeng Zhang
AI4CE
168
170
0
14 Aug 2023
Large Language Models for Information Retrieval: A Survey
Yutao Zhu
Huaying Yuan
Shuting Wang
Jiongnan Liu
Wenhan Liu
Chenlong Deng
Haonan Chen
Zhicheng Dou
Ji-Rong Wen
KELM
176
316
0
14 Aug 2023
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text
Peng Liu
Yiming Ren
Jun Tao
Zhixiang Ren
AI4CE
106
84
0
14 Aug 2023
Building Trust in Conversational AI: A Comprehensive Review and Solution Architecture for Explainable, Privacy-Aware Systems using LLMs and Knowledge Graph
Ahtsham Zafar
V. Parthasarathy
Chan Le Van
Saad Shahid
A. khan
Arsalan Shahid
79
14
0
13 Aug 2023
ModelScope Text-to-Video Technical Report
Jiuniu Wang
Hangjie Yuan
Dayou Chen
Yingya Zhang
Xiang Wang
Shiwei Zhang
VGen
DiffM
121
431
0
12 Aug 2023
MT4CrossOIE: Multi-stage Tuning for Cross-lingual Open Information Extraction
Tongliang Li
Zixiang Wang
Linzheng Chai
Jian Yang
Jiaqi Bai
...
Jiaheng Liu
Hongcheng Guo
Liqun Yang
Hebboul Zine el-abidine
Zhoujun Li
85
4
0
12 Aug 2023
SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models
Sara Babakniya
A. Elkordy
Yahya H. Ezzeldin
Qingfeng Liu
Kee-Bong Song
Mostafa El-Khamy
Salman Avestimehr
76
72
0
12 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges
Jeff Z. Pan
Simon Razniewski
Jan-Christoph Kalo
Sneha Singhania
Jiaoyan Chen
...
Gerard de Melo
A. Bonifati
Edlira Vakaj
M. Dragoni
D. Graux
KELM
91
78
0
11 Aug 2023
Large Language Models to Identify Social Determinants of Health in Electronic Health Records
Marco Guevara
Shan Chen
S. Thomas
T. Chaunzwa
I. Franco
...
Susan M. Harper
Hugo J. W. L. Aerts
G. Savova
Raymond H. Mak
Danielle S. Bitterman
LM&MA
75
124
0
11 Aug 2023
Enhancing Phenotype Recognition in Clinical Notes Using Large Language Models: PhenoBCBERT and PhenoGPT
Jing Yang
Cong Liu
Wendy Deng
Dangwei Wu
Chunhua Weng
Yunyun Zhou
Kai Wang
54
21
0
11 Aug 2023
Adaptive Low Rank Adaptation of Segment Anything to Salient Object Detection
Rui-Qing Cui
Siyuan He
Shi Qiu
VLM
53
5
0
10 Aug 2023
WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine
Siqiao Xue
Fan Zhou
Y. Xu
Ming Jin
Qingsong Wen
...
Jun Zhou
Shuo Xie
D. Xiu
James Y. Zhang
Hongyuan Mei
RALM
AIFin
84
15
0
10 Aug 2023
Semantic Communications for Artificial Intelligence Generated Content (AIGC) Toward Effective Content Creation
Guangyuan Liu
Hongyang Du
Dusit Niyato
Jiawen Kang
Zehui Xiong
Dong In Kim
Xuemin
X. Shen
48
31
0
09 Aug 2023
LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following
Kaize Shi
Xueyao Sun
Dingxian Wang
Yinlin Fu
Guandong Xu
Qing Li
86
4
0
09 Aug 2023
Cloth2Tex: A Customized Cloth Texture Generation Pipeline for 3D Virtual Try-On
Daiheng Gao
Xu Chen
Xindi Zhang
Qi Wang
Ke Sun
Bang Zhang
Liefeng Bo
Qi-Xing Huang
DiffM
76
5
0
08 Aug 2023
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
Juncheng Li
Kaihang Pan
Zhiqi Ge
Minghe Gao
Wei Ji
Wenqiao Zhang
Tat-Seng Chua
Siliang Tang
Hanwang Zhang
Yueting Zhuang
MLLM
121
73
0
08 Aug 2023
Backdoor Federated Learning by Poisoning Backdoor-Critical Layers
Haomin Zhuang
Mingxian Yu
Hao Wang
Yang Hua
Jian Li
Xu Yuan
FedML
61
14
0
08 Aug 2023
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI Tool
Youyang Ng
Daisuke Miyashita
Yasuto Hoshi
Yasuhiro Morioka
Osamu Torii
Tomoya Kodama
J. Deguchi
RALM
63
9
0
08 Aug 2023
Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-world Multi-turn Dialogue
Songhua Yang
Hanjia Zhao
Senbin Zhu
Guangyu Zhou
Hongfei Xu
Yuxiang Jia
Hongying Zan
AI4MH
LM&MA
124
137
0
07 Aug 2023
DiffSynth: Latent In-Iteration Deflickering for Realistic Video Synthesis
Zhongjie Duan
Lizhou You
Chengyu Wang
Cen Chen
Ziheng Wu
Weining Qian
Jun Huang
DiffM
89
8
0
07 Aug 2023
TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage
Jingqing Ruan
Yihong Chen
Bin Zhang
Zhiwei Xu
Tianpeng Bao
...
Shiwei Shi
Hangyu Mao
Ziyue Li
Xingyu Zeng
Rui Zhao
LLMAG
LM&Ro
123
35
0
07 Aug 2023
Heterogeneous Knowledge Fusion: A Novel Approach for Personalized Recommendation via LLM
Bin Yin
Jun Xie
Yu-Xia Qin
Zixiang Ding
Zhichao Feng
Xiang Li
Wei Lin
MoMe
80
29
0
07 Aug 2023
LoRA-FA: Memory-efficient Low-rank Adaptation for Large Language Models Fine-tuning
Longteng Zhang
Lin Zhang
Shaoshuai Shi
Xiaowen Chu
Yue Liu
AI4CE
72
107
0
07 Aug 2023
Pre-Trained Large Language Models for Industrial Control
Lei Song
Wei Shen
Li Zhao
Jiang Bian
LM&Ro
AI4CE
62
14
0
06 Aug 2023
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text
Nandana Mihindukulasooriya
Sanju Tiwari
Carlos F. Enguix
K. Lata
91
62
0
04 Aug 2023
ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation
Chenglong Wang
Hang Zhou
Yimin Hu
Yi Huo
Bei Li
Tongran Liu
Tong Xiao
Jingbo Zhu
81
9
0
04 Aug 2023
GEMRec: Towards Generative Model Recommendation
Yuanhe Guo
Haoming Liu
Hongyi Wen
DiffM
VLM
25
2
0
04 Aug 2023
RegionBLIP: A Unified Multi-modal Pre-training Framework for Holistic and Regional Comprehension
Qiang-feng Zhou
Chaohui Yu
Shaofeng Zhang
Sitong Wu
Zhibin Wang
Fan Wang
82
27
0
03 Aug 2023
SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning
Keyu Duan
Qian Liu
Tat-Seng Chua
Shuicheng Yan
Wei Tsang Ooi
Qizhe Xie
Junxian He
129
60
0
03 Aug 2023
Training Data Protection with Compositional Diffusion Models
Aditya Golatkar
Alessandro Achille
A. Swaminathan
Stefano Soatto
DiffM
63
12
0
02 Aug 2023
DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales
Z. Yao
Reza Yazdani Aminabadi
Olatunji Ruwase
Samyam Rajbhandari
Xiaoxia Wu
...
Heyang Qin
Masahiro Tanaka
Shuai Che
Shuaiwen Leon Song
Yuxiong He
ALM
OffRL
111
74
0
02 Aug 2023
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation
Zhiqiang Yuan
Junwei Liu
Qiancheng Zi
Wentai Deng
Xin Peng
Xin Peng
ALM
ELM
LRM
94
82
0
02 Aug 2023
Memory Encoding Model
Huzheng Yang
James C. Gee
Jianbo Shi
56
4
0
02 Aug 2023
Degeneration-Tuning: Using Scrambled Grid shield Unwanted Concepts from Stable Diffusion
Zixuan Ni
Longhui Wei
Jiacheng Li
Siliang Tang
Yueting Zhuang
Qi Tian
DiffM
98
22
0
02 Aug 2023
LISA: Reasoning Segmentation via Large Language Model
Xin Lai
Zhuotao Tian
Yukang Chen
Yanwei Li
Yuhui Yuan
Shu Liu
Jiaya Jia
LM&Ro
VLM
MLLM
LRM
167
463
0
01 Aug 2023
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients
Sima Behpour
T. Doan
Xin Li
Wenbin He
Liangke Gou
Liu Ren
OODD
97
17
0
01 Aug 2023
Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy
Shibo Jie
Haoqing Wang
Zhiwei Deng
76
34
0
31 Jul 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Yujia Qin
Shi Liang
Yining Ye
Kunlun Zhu
Lan Yan
...
Jie Zhou
Mark B. Gerstein
Dahai Li
Zhiyuan Liu
Maosong Sun
CLL
ALM
LLMAG
ELM
LM&MA
216
712
0
31 Jul 2023
Scaling Sentence Embeddings with Large Language Models
Ting Jiang
Shaohan Huang
Zhongzhi Luan
Deqing Wang
Fuzhen Zhuang
LRM
115
47
0
31 Jul 2023
Camoscio: an Italian Instruction-tuned LLaMA
Andrea Santilli
Emanuele Rodolà
88
27
0
31 Jul 2023
Does fine-tuning GPT-3 with the OpenAI API leak personally-identifiable information?
A. Sun
Eliott Zemour
Arushi Saxena
Udith Vaidyanathan
Eric Lin
Christian Lau
Vaikkunth Mugunthan
SILM
106
21
0
31 Jul 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities
Jin Chen
Zheng Liu
Xunpeng Huang
Chenwang Wu
Qi Liu
...
Yuxuan Lei
Xiaolong Chen
Xingmei Wang
Defu Lian
Enhong Chen
ALM
92
129
0
31 Jul 2023
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?
Qi Zhao
Shijie Wang
Ce Zhang
Changcheng Fu
Minh Quan Do
Nakul Agarwal
Kwonjoon Lee
Chen Sun
LM&Ro
137
51
0
31 Jul 2023
UnIVAL: Unified Model for Image, Video, Audio and Language Tasks
Mustafa Shukor
Corentin Dancette
Alexandre Ramé
Matthieu Cord
MoMe
MLLM
126
46
0
30 Jul 2023
HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise Estimation
Jinbo Wu
Xiaobo Gao
Xing Liu
Zhengyang Shen
Chen Zhao
Haocheng Feng
Jingtuo Liu
Errui Ding
DiffM
115
25
0
30 Jul 2023
Previous
1
2
3
...
123
124
125
...
137
138
139
Next