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

Sukannya Purkayastha

Leon Arne Engländer

Sebastian Ruder

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

10 / 10 papers shown

Title
When Dynamic Data Selection Meets Data Augmentation Steve Yang Peng Ye Furao Shen Dongzhan Zhou 47 0 0 02 May 2025
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment Yongxin Huang Kexin Wang Goran Glavaš Iryna Gurevych 51 0 0 20 Jul 2024
Towards Zero-Shot Multimodal Machine Translation Matthieu Futeral Cordelia Schmid Benoît Sagot Rachel Bawden 45 3 0 18 Jul 2024
Towards Modular LLMs by Building and Reusing a Library of LoRAs O. Ostapenko Zhan Su Edoardo Ponti Laurent Charlin Nicolas Le Roux Matheus Pereira Lucas Caccia Alessandro Sordoni MoMe 52 31 0 18 May 2024
FeDeRA:Efficient Fine-tuning of Language Models in Federated Learning Leveraging Weight Decomposition Yuxuan Yan Qianqian Yang Shunpu Tang Zhiguo Shi 50 14 0 29 Apr 2024
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation Tong Su Xin Peng Sarubi Thillainathan David Guzmán Surangika Ranathunga En-Shiun Annie Lee 50 2 0 05 Apr 2024
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network Shuzhou Yuan Ercong Nie Michael Farber Helmut Schmid Hinrich Schütze 39 3 0 18 Feb 2024
Single-dataset Experts for Multi-dataset Question Answering Dan Friedman Ben Dodge Danqi Chen MoMe 134 26 0 28 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 285 3,879 0 18 Apr 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 307 7,005 0 20 Apr 2018