UDApter -- Efficient Domain Adaptation Using Adapters

UDApter -- Efficient Domain Adaptation Using Adapters

7 February 2023

Bhavitvya Malik

Abhinav Ramesh Kashyap

Papers citing "UDApter -- Efficient Domain Adaptation Using Adapters"

15 / 15 papers shown

Title
CATS: Mitigating Correlation Shift for Multivariate Time Series Classification Xiao Lin Zhichen Zeng Tianxin Wei Zhining Liu Yuzhong Chen Hanghang Tong AI4TS 35 1 0 05 Apr 2025
Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation Minhua Lin Zhengzhang Chen Yanchi Liu Xujiang Zhao Zongyu Wu Junxiang Wang Xiang Zhang Suhang Wang Haifeng Chen AI4TS 42 7 0 22 Oct 2024
Hyper-multi-step: The Truth Behind Difficult Long-context Tasks Yijiong Yu Ma Xiufa Fang Jianwei Zhi-liang Xu Su Guangyao ... Zhixiao Qi Wei Wang Wei Liu Ran Chen Ji Pei LRM RALM 29 0 0 06 Oct 2024
Fixed and Adaptive Simultaneous Machine Translation Strategies Using Adapters Abderrahmane Issam Yusuf Can Semerci Jan Scholtes Gerasimos Spanakis 44 0 0 18 Jul 2024
Multi-Task Domain Adaptation for Language Grounding with 3D Objects Penglei Sun Yaoxian Song Xinglin Pan Peijie Dong Xiaofei Yang Qiang-qiang Wang Zhixu Li Tiefeng Li Xiaowen Chu 70 1 0 03 Jul 2024
RE-Adapt: Reverse Engineered Adaptation of Large Language Models William Fleshman Benjamin Van Durme VLM 29 3 0 23 May 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? Rheeya Uppaal Yixuan Li Junjie Hu 37 4 0 31 Jan 2024
What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition Carolin Holtermann Markus Frohmann Navid Rekabsaz Anne Lauscher MoMe 24 5 0 23 Jan 2024
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain Aryo Pradipta Gema Pasquale Minervini Luke Daines Tom Hope Beatrice Alex LM&MA ALM 36 40 0 06 Jul 2023
Large Language Models as Annotators: Enhancing Generalization of NLP Models at Minimal Cost Parikshit Bansal Amit Sharma 44 40 0 27 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 33 126 0 30 May 2023
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021
Domain Divergences: a Survey and Empirical Analysis Abhinav Ramesh Kashyap Devamanyu Hazarika Min-Yen Kan Roger Zimmermann 170 37 0 23 Oct 2020
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 299 6,984 0 20 Apr 2018
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 177 9,342 0 28 May 2015