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Adapters: A Unified Library for Parameter-Efficient and Modular Transfer
  Learning

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning

18 November 2023
Clifton A. Poth
Hannah Sterz
Indraneil Paul
Sukannya Purkayastha
Leon Arne Engländer
Timo Imhof
Ivan Vulić
Sebastian Ruder
Iryna Gurevych
Jonas Pfeiffer
ArXiv (abs)PDFHTMLHuggingFace (28 upvotes)

Papers citing "Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning"

36 / 36 papers shown
Position: Federated Foundation Language Model Post-Training Should Focus on Open-Source Models
Position: Federated Foundation Language Model Post-Training Should Focus on Open-Source Models
Nikita Agrawal
Simon Mertel
R. Mayer
394
0
0
24 Dec 2025
PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models
PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models
Róbert Belanec
Ivan Srba
Maria Bielikova
ALM
446
0
0
02 Dec 2025
Bayesian Low-Rank Factorization for Robust Model Adaptation
Bayesian Low-Rank Factorization for Robust Model Adaptation
Enes Yavuz Ugan
Ngoc-Quan Pham
A. Waibel
BDL
195
0
0
21 Oct 2025
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation
François Ledoyen
Gaël Dias
Jeremie Pantin
Alexis Lechervy
Fabrice Maurel
Youssef Chahir
97
0
0
01 Oct 2025
K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling
K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling
Yongrui Chen
Yi Huang
Y. Liu
Shenyu Zhang
Junhao He
Tongtong Wu
Guilin Qi
Tianxing Wu
CLL
405
0
0
21 Sep 2025
OccVLA: Vision-Language-Action Model with Implicit 3D Occupancy Supervision
OccVLA: Vision-Language-Action Model with Implicit 3D Occupancy Supervision
Ruixun Liu
Lingyu Kong
Derun Li
Hang Zhao
LRM
119
5
0
06 Sep 2025
RelayFormer: A Unified Local-Global Attention Framework for Scalable Image and Video Manipulation Localization
RelayFormer: A Unified Local-Global Attention Framework for Scalable Image and Video Manipulation Localization
Wen Huang
Jiarui Yang
Tao Dai
Jiawei Li
Shaoxiong Zhan
Sijin Yu
Shu-Tao Xia
151
0
0
13 Aug 2025
Improving LoRA with Variational Learning
Improving LoRA with Variational Learning
Bai Cong
Nico Daheim
Yuesong Shen
Rio Yokota
Mohammad Emtiyaz Khan
Thomas Möllenhoff
232
1
0
17 Jun 2025
On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation
On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation
Liyao Tang
Zhe Chen
Dacheng Tao
3DPC
306
0
0
28 May 2025
When Dynamic Data Selection Meets Data Augmentation
When Dynamic Data Selection Meets Data Augmentation
Steve Yang
Peng Ye
Jian Zhao
Dongzhan Zhou
268
4
0
02 May 2025
PartStickers: Generating Parts of Objects for Rapid Prototyping
PartStickers: Generating Parts of Objects for Rapid Prototyping
Mo Zhou
Josh Myers-Dean
Danna Gurari
254
0
0
07 Apr 2025
Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection
Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection
Lingzhi Shen
Yunfei Long
Xiaohao Cai
Guanming Chen
Imran Razzak
Shoaib Jameel
247
3
0
07 Apr 2025
Efficient Model Editing with Task-Localized Sparse Fine-tuning
Efficient Model Editing with Task-Localized Sparse Fine-tuningInternational Conference on Learning Representations (ICLR), 2025
Leonardo Iurada
Marco Ciccone
Tatiana Tommasi
KELMMoMe
350
10
0
03 Apr 2025
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation GroundingInternational Conference on Learning Representations (ICLR), 2025
Indraneil Paul
Haoyi Yang
Goran Glavaš
Kristian Kersting
Iryna Gurevych
AAMLSyDa
268
3
0
27 Mar 2025
Capturing Individual Human Preferences with Reward Features
Capturing Individual Human Preferences with Reward Features
André Barreto
Vincent Dumoulin
Yiran Mao
Nicolas Perez-Nieves
Bobak Shahriari
Yann Dauphin
Doina Precup
Hugo Larochelle
ALM
250
4
0
21 Mar 2025
Plausibility Vaccine: Injecting LLM Knowledge for Event Plausibility
Plausibility Vaccine: Injecting LLM Knowledge for Event Plausibility
Jacob Chmura
Jonah Dauvet
Sebastian Sabry
223
0
0
16 Mar 2025
Transfer Learning for Finetuning Large Language Models
Transfer Learning for Finetuning Large Language Models
Tobias Strangmann
Lennart Purucker
Jörg Franke
Ivo Rapant
Fabio Ferreira
Katharina Eggensperger
227
4
0
02 Nov 2024
CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models
CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Xintong Wang
Jingheng Pan
Longqin Jiang
Liang Ding
Longqin Jiang
Xingshan Li
Chris Biemann
LLMSV
265
0
0
23 Oct 2024
Glider: Global and Local Instruction-Driven Expert Router
Glider: Global and Local Instruction-Driven Expert Router
Pingzhi Li
Prateek Yadav
Jaehong Yoon
Jie Peng
Yi-Lin Sung
Joey Tianyi Zhou
Tianlong Chen
MoMeMoE
344
3
0
09 Oct 2024
MergeRepair: An Exploratory Study on Merging Task-Specific Adapters in Code LLMs for Automated Program Repair
MergeRepair: An Exploratory Study on Merging Task-Specific Adapters in Code LLMs for Automated Program Repair
Meghdad Dehghan
Jie JW Wu
Fatemeh H. Fard
Ali Ouni
MoMe
399
3
0
18 Aug 2024
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment
Yongxin Huang
Kexin Wang
Goran Glavaš
Iryna Gurevych
330
2
0
20 Jul 2024
Towards Zero-Shot Multimodal Machine Translation
Towards Zero-Shot Multimodal Machine Translation
Matthieu Futeral
Cordelia Schmid
Benoît Sagot
Rachel Bawden
403
5
0
18 Jul 2024
Enhancing Robustness of Vision-Language Models through Orthogonality
  Learning and Cross-Regularization
Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization
Jinlong Li
Zequn Jie
Elisa Ricci
Lin Ma
Andrii Zadaianchuk
VLM
346
1
0
11 Jul 2024
Automated Text Scoring in the Age of Generative AI for the GPU-poor
Automated Text Scoring in the Age of Generative AI for the GPU-poor
C. Ormerod
Alexander Kwako
272
8
0
02 Jul 2024
HyperLoader: Integrating Hypernetwork-Based LoRA and Adapter Layers into
  Multi-Task Transformers for Sequence Labelling
HyperLoader: Integrating Hypernetwork-Based LoRA and Adapter Layers into Multi-Task Transformers for Sequence Labelling
Jesús-Germán Ortiz-Barajas
Helena Gómez-Adorno
Thamar Solorio
334
5
0
01 Jul 2024
M2QA: Multi-domain Multilingual Question Answering
M2QA: Multi-domain Multilingual Question Answering
Leon Arne Engländer
Hannah Sterz
Clifton A. Poth
Jonas Pfeiffer
Ilia Kuznetsov
Iryna Gurevych
VLM
254
5
0
01 Jul 2024
Segment Any Text: A Universal Approach for Robust, Efficient and
  Adaptable Sentence Segmentation
Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation
Markus Frohmann
Igor Sterner
Ivan Vulić
Benjamin Minixhofer
Markus Schedl
VLM
274
40
0
24 Jun 2024
Towards Modular LLMs by Building and Reusing a Library of LoRAs
Towards Modular LLMs by Building and Reusing a Library of LoRAsInternational Conference on Machine Learning (ICML), 2024
O. Ostapenko
Zhan Su
Edoardo Ponti
Laurent Charlin
Nicolas Le Roux
Matheus Pereira
Lucas Caccia
Alessandro Sordoni
MoMe
249
52
0
18 May 2024
Zero-Shot Tokenizer Transfer
Zero-Shot Tokenizer TransferNeural Information Processing Systems (NeurIPS), 2024
Benjamin Minixhofer
Edoardo Ponti
Ivan Vulić
VLM
285
25
0
13 May 2024
FeDeRA:Efficient Fine-tuning of Language Models in Federated Learning
  Leveraging Weight Decomposition
FeDeRA:Efficient Fine-tuning of Language Models in Federated Learning Leveraging Weight Decomposition
Yuxuan Yan
Qianqian Yang
Shunpu Tang
Zhiguo Shi
588
32
0
29 Apr 2024
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and
  Historical Languages
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages
Aleksei Dorkin
Kairit Sirts
131
3
0
19 Apr 2024
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language
  Translation
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation
Tong Su
Xin Peng
Sarubi Thillainathan
David Guzmán
Surangika Ranathunga
En-Shiun Annie Lee
229
8
0
05 Apr 2024
AQuA -- Combining Experts' and Non-Experts' Views To Assess Deliberation
  Quality in Online Discussions Using LLMs
AQuA -- Combining Experts' and Non-Experts' Views To Assess Deliberation Quality in Online Discussions Using LLMs
Maike Behrendt
Stefan Sylvius Wagner
Marc Ziegele
L. Wilms
Anke Stoll
Dominique Heinbach
Stefan Harmeling
252
4
0
03 Apr 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Zeyu Han
Chao Gao
Jinyang Liu
Jeff Zhang
Sai Qian Zhang
805
715
0
21 Mar 2024
GNNavi: Navigating the Information Flow in Large Language Models by
  Graph Neural Network
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network
Shuzhou Yuan
Ercong Nie
Michael Farber
Helmut Schmid
Hinrich Schütze
225
5
0
18 Feb 2024
SQATIN: Supervised Instruction Tuning Meets Question Answering for
  Improved Dialogue NLU
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU
E. Razumovskaia
Goran Glavaš
Anna Korhonen
Ivan Vulić
LRM
312
6
0
16 Nov 2023
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