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Efficient Test Time Adapter Ensembling for Low-resource Language Varieties
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
10 September 2021
Xinyi Wang
Yulia Tsvetkov
Sebastian Ruder
Graham Neubig
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Papers citing
"Efficient Test Time Adapter Ensembling for Low-resource Language Varieties"
24 / 24 papers shown
An Investigation of Test-time Adaptation for Audio Classification under Background Noise
Weichuang Shao
I. Liao
Tomas Henrique Bode Maul
T. Chandesa
198
1
0
21 Jul 2025
Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation
Xiangyu Zheng
Wanyun Li
Songcheng He
Jianping Fan
Xiaoqiang Li
We Zhang
VOS
322
0
0
08 Apr 2025
Harnessing Test-time Adaptation for NLU tasks Involving Dialects of English
Duke Nguyen
Aditya Joshi
Flora D. Salim
334
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
284
20
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
385
3
0
27 Apr 2024
Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding
Lung-Chuan Chen
Zong-Ru Li
ALM
323
1
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
392
3
0
16 Feb 2024
What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition
Findings (Findings), 2024
Carolin Holtermann
Markus Frohmann
Navid Rekabsaz
Anne Lauscher
MoMe
368
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
383
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
268
86
0
18 Nov 2023
ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Vipul Rathore
Rajdeep Dhingra
Parag Singla
Mausam
248
11
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
210
8
0
20 Oct 2023
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Hai Ye
Qizhe Xie
Hwee Tou Ng
283
8
0
11 Jun 2023
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Alan Ansell
Edoardo Ponti
Anna Korhonen
Ivan Vulić
281
6
0
02 Jun 2023
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jonas Pfeiffer
Francesco Piccinno
Massimo Nicosia
Xinyi Wang
Machel Reid
Sebastian Ruder
VLM
LRM
290
33
0
23 May 2023
Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Neeraj Varshney
Chitta Baral
219
18
0
02 May 2023
Test-Time Adaptation with Perturbation Consistency Learning
Yi Su
Yixin Ji
Juntao Li
Hai Ye
Hao Fei
VLM
297
1
0
25 Apr 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts
International Journal of Computer Vision (IJCV), 2023
Jian Liang
Ran He
Tien-Ping Tan
OOD
VLM
TTA
436
455
0
27 Mar 2023
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models
Findings (Findings), 2023
Alexandra Chronopoulou
Matthew E. Peters
Kangyang Luo
Jesse Dodge
MoMe
491
97
0
14 Feb 2023
Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hai Ye
Yuyang Ding
Juntao Li
Hwee Tou Ng
OOD
TTA
362
14
0
09 Feb 2023
Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning
International Conference on Learning Representations (ICLR), 2022
Xiangyu Peng
Chen Xing
Prafulla Kumar Choubey
Chien-Sheng Wu
Caiming Xiong
VLM
332
14
0
23 Oct 2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yu Jin Kim
Beong-woo Kwak
Youngwook Kim
Reinald Kim Amplayo
Seung-won Hwang
Jinyoung Yeo
LRM
255
18
0
08 Jun 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Jonas Pfeiffer
Naman Goyal
Xi Lin
Xian Li
James Cross
Sebastian Riedel
Mikel Artetxe
LRM
301
170
0
12 May 2022
Survey on Publicly Available Sinhala Natural Language Processing Tools and Research
Nisansa de Silva
1.6K
70
0
05 Jun 2019
1
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