Efficient Test Time Adapter Ensembling for Low-resource Language Varieties

10 September 2021

Graham Neubig

Papers citing "Efficient Test Time Adapter Ensembling for Low-resource Language Varieties"

24 / 24 papers shown

Title
Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation Xiangyu Zheng Wanyun Li Songcheng He Jianping Fan Xiaoqiang Li We Zhang VOS 35 0 0 08 Apr 2025
Harnessing Test-time Adaptation for NLU tasks Involving Dialects of English Duke Nguyen Aditya Joshi Flora D. Salim 46 0 0 17 Mar 2025
Stylus: Automatic Adapter Selection for Diffusion Models Michael Luo Justin Wong Brandon Trabucco Yanping Huang Joseph E. Gonzalez Zhifeng Chen Ruslan Salakhutdinov Ion Stoica DiffM 45 6 0 29 Apr 2024
Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments Benoît Gérin Anaïs Halin A. Cioppa Maxim Henry Guohao Li Benoît Macq Christophe De Vleeschouwer Marc Van Droogenbroeck TTA 56 0 0 27 Apr 2024
Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding Lung-Chuan Chen Zong-Ru Li ALM 34 0 0 01 Apr 2024
Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning Tuc Nguyen Thai Le MoMe 28 3 0 16 Feb 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
Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs Juraj Vladika Alexander Fichtl Florian Matthes KELM 30 1 0 21 Dec 2023
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning Clifton A. Poth Hannah Sterz Indraneil Paul Sukannya Purkayastha Leon Arne Engländer Timo Imhof Ivan Vulić Sebastian Ruder Iryna Gurevych Jonas Pfeiffer 32 45 0 18 Nov 2023
ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters Vipul Rathore Rajdeep Dhingra Parag Singla Mausam 32 6 0 25 Oct 2023
Test-Time Self-Adaptive Small Language Models for Question Answering Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park 29 2 0 20 Oct 2023
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering Hai Ye Qizhe Xie Hwee Tou Ng 42 8 0 11 Jun 2023
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer Alan Ansell Edoardo Ponti Anna Korhonen Ivan Vulić 29 4 0 02 Jun 2023
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations Jonas Pfeiffer Francesco Piccinno Massimo Nicosia Xinyi Wang Machel Reid Sebastian Ruder VLM LRM 36 27 0 23 May 2023
Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA Neeraj Varshney Chitta Baral 39 13 0 02 May 2023
Test-Time Adaptation with Perturbation Consistency Learning Yi Su Yixin Ji Juntao Li Hai Ye Hao Fei VLM 42 2 0 25 Apr 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 44 207 0 27 Mar 2023
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models Alexandra Chronopoulou Matthew E. Peters Alexander Fraser Jesse Dodge MoMe 32 66 0 14 Feb 2023
Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study Hai Ye Yuyang Ding Juntao Li Hwee Tou Ng OOD TTA 29 9 0 09 Feb 2023
Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning Xiangyu Peng Chen Xing Prafulla Kumar Choubey Chien-Sheng Wu Caiming Xiong VLM 86 11 0 23 Oct 2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning Yu Jin Kim Beong-woo Kwak Youngwook Kim Reinald Kim Amplayo Seung-won Hwang Jinyoung Yeo LRM 27 12 0 08 Jun 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers Jonas Pfeiffer Naman Goyal Xi Lin Xian Li James Cross Sebastian Riedel Mikel Artetxe LRM 40 139 0 12 May 2022
Learning to Recognize Dialect Features Dorottya Demszky D. Sharma J. Clark Vinodkumar Prabhakaran Jacob Eisenstein 123 38 0 23 Oct 2020
Survey on Publicly Available Sinhala Natural Language Processing Tools and Research Nisansa de Silva 27 43 0 05 Jun 2019