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 25 0 0 08 Apr 2025
Harnessing Test-time Adaptation for NLU tasks Involving Dialects of English Duke Nguyen Aditya Joshi Flora D. Salim 44 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 43 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 Bernard Ghanem Benoît Macq Christophe De Vleeschouwer Marc Van Droogenbroeck TTA 39 0 0 27 Apr 2024
Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding Lung-Chuan Chen Zong-Ru Li ALM 21 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 22 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 10 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 17 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 19 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 18 2 0 20 Oct 2023
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering Hai Ye Qizhe Xie Hwee Tou Ng 32 8 0 11 Jun 2023
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer Alan Ansell E. Ponti Anna Korhonen Ivan Vulić 17 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 29 27 0 23 May 2023
Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA Neeraj Varshney Chitta Baral 31 13 0 02 May 2023
Test-Time Adaptation with Perturbation Consistency Learning Yi Su Yixin Ji Juntao Li Hai Ye M. Zhang VLM 30 2 0 25 Apr 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang R. He Tien-Ping Tan OOD VLM TTA 27 201 0 27 Mar 2023
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models Alexandra Chronopoulou Matthew E. Peters Alexander M. Fraser Jesse Dodge MoMe 16 65 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 21 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 78 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 14 12 0 08 Jun 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers Jonas Pfeiffer Naman Goyal Xi Victoria Lin Xian Li James Cross Sebastian Riedel Mikel Artetxe LRM 35 138 0 12 May 2022
Learning to Recognize Dialect Features Dorottya Demszky D. Sharma J. Clark Vinodkumar Prabhakaran Jacob Eisenstein 112 38 0 23 Oct 2020
Survey on Publicly Available Sinhala Natural Language Processing Tools and Research Nisansa de Silva 14 42 0 05 Jun 2019