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2003.02739
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Zero-Shot Cross-Lingual Transfer with Meta Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
5 March 2020
Farhad Nooralahzadeh
Giannis Bekoulis
Johannes Bjerva
Isabelle Augenstein
FedML
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Papers citing
"Zero-Shot Cross-Lingual Transfer with Meta Learning"
50 / 68 papers shown
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Language Models' Factuality Depends on the Language of Inquiry
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Jun Lang
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220
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Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model
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Huansheng Ning
Sahraoui Dhelim
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322
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Sungjun Han
Sebastian Padó
CoGe
249
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Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks
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Ekaterina Shutova
Daniel H Garrette
275
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CreoleVal: Multilingual Multitask Benchmarks for Creoles
Transactions of the Association for Computational Linguistics (TACL), 2023
Heather Lent
Kushal Tatariya
Mary Dabre
Yiyi Chen
Marcell Richard Fekete
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Miryam de Lhoneux
Daniel Hershcovich
Michel DeGraff
Anders Sogaard
Johannes Bjerva
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409
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30 Oct 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization
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Tao Gui
Jingting Ye
Menghan Zhang
Xuanjing Huang
355
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19 Oct 2023
Learning to Generate Parameters of ConvNets for Unseen Image Data
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Shiye Wang
Kaituo Feng
Changsheng Li
Ye Yuan
Guoren Wang
339
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18 Oct 2023
Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge Distillation
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Carlos Escolano
José A. R. Fonollosa
232
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29 Sep 2023
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer
International Joint Conference on Natural Language Processing (IJCNLP), 2023
Fei Wang
Kuan-Hao Huang
Kai-Wei Chang
Muhao Chen
162
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19 Sep 2023
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning
Meryem M'hamdi
Jonathan May
Franck Dernoncourt
Trung Bui
Seunghyun Yoon
FedML
238
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15 Sep 2023
Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Venkata Prabhakara Sarath Nookala
Gaurav Verma
Subhabrata Mukherjee
Srijan Kumar
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397
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19 Jun 2023
Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction
Manuel Mager
Rajat Bhatnagar
Graham Neubig
Ngoc Thang Vu
Katharina Kann
209
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11 Jun 2023
Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model
Interspeech (Interspeech), 2023
Hoyeon Lee
Hyun-Wook Yoon
Jong-Hwan Kim
Jae-Min Kim
VLM
327
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05 Jun 2023
Improving Polish to English Neural Machine Translation with Transfer Learning: Effects of Data Volume and Language Similarity
J. Eronen
M. Ptaszynski
Karol Nowakowski
Zheng Lin Chia
Fumito Masui
235
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01 Jun 2023
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution
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Tianjian Li
Kenton W. Murray
285
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27 May 2023
Meta-learning For Vision-and-language Cross-lingual Transfer
Hanxu Hu
Frank Keller
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203
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LLM-powered Data Augmentation for Enhanced Cross-lingual Performance
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Chenxi Whitehouse
Monojit Choudhury
Alham Fikri Aji
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374
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23 May 2023
Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Eshaan Tanwar
Subhabrata Dutta
Manish Borthakur
Tanmoy Chakraborty
275
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10 May 2023
Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages
Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial), 2023
Aarohi Srivastava
David Chiang
291
12
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30 Mar 2023
Model and Evaluation: Towards Fairness in Multilingual Text Classification
Hongyan Wu
Junheng He
Zhenghang Tang
Dong-ping Zhou
Aimin Yang
278
2
0
28 Mar 2023
Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection
IEEE Transactions on Computational Social Systems (IEEE TCSS), 2023
Rabiul Awal
Roy Ka-wei Lee
Eshaan Tanwar
Tanmay Garg
Tanmoy Chakraborty
246
40
0
04 Mar 2023
Zero-shot cross-lingual transfer language selection using linguistic similarity
Information Processing & Management (IPM), 2023
J. Eronen
M. Ptaszynski
Fumito Masui
265
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31 Jan 2023
Frustratingly Easy Label Projection for Cross-lingual Transfer
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yang Chen
Chao Jiang
Alan Ritter
Wei Xu
419
42
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28 Nov 2022
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks
Rochelle Choenni
Dan Garrette
Ekaterina Shutova
375
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31 Oct 2022
Learning New Tasks from a Few Examples with Soft-Label Prototypes
Workshop on Representation Learning for NLP (RepL4NLP), 2022
Avyav Kumar Singh
Ekaterina Shutova
H. Yannakoudakis
VLM
431
2
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31 Oct 2022
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching
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Chenxi Whitehouse
Fenia Christopoulou
Ignacio Iacobacci
329
13
0
22 Oct 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU
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Fenia Christopoulou
Gerasimos Lampouras
Ignacio Iacobacci
327
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22 Oct 2022
Meta-Learning a Cross-lingual Manifold for Semantic Parsing
Transactions of the Association for Computational Linguistics (TACL), 2022
Tom Sherborne
Mirella Lapata
384
13
0
26 Sep 2022
"Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer
Shanu Kumar
Sandipan Dandapat
Monojit Choudhury
317
8
0
30 Jun 2022
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection
Information Processing & Management (IPM), 2022
J. Eronen
M. Ptaszynski
Fumito Masui
Masaki Arata
Gniewosz Leliwa
Michal Wroczynski
297
39
0
02 Jun 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Xiangyang Li
Xiang Long
Yu Xia
Sujian Li
210
12
0
25 May 2022
Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Mozhdeh Gheini
Xuezhe Ma
Jonathan May
177
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0
25 May 2022
Persian Natural Language Inference: A Meta-learning approach
International Conference on Computational Linguistics (COLING), 2022
Heydar Soudani
Mohammadreza Mojab
H. Beigy
235
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0
18 May 2022
Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Karolina Stañczak
Edoardo Ponti
Lucas Torroba Hennigen
Robert Bamler
Isabelle Augenstein
MILM
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553
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0
04 May 2022
Meta Learning for Natural Language Processing: A Survey
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Hung-yi Lee
Shang-Wen Li
Ngoc Thang Vu
441
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03 May 2022
Meta-X
N
L
G
_{NLG}
N
L
G
: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation
Findings (Findings), 2022
Kaushal Kumar Maurya
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264
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Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Miryam de Lhoneux
Shenmin Zhang
Anders Søgaard
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Diversity-boosted Generalization-Specialization Balancing for Zero-shot Learning
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Yun Yvonna Li
Zhe Liu
Xiaojun Chang
Julian McAuley
Weitong Chen
294
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06 Jan 2022
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph
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Xuchao Zhang
Bo Zong
Yanchi Liu
Wei Cheng
Jingchao Ni
Haifeng Chen
Bo Pan
Jinho Choi
340
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Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding
Qianying Liu
Fei Cheng
Sadao Kurohashi
146
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CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
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Xiaodong Liu
Guoqing Zheng
Saghar Hosseini
Hao Cheng
Greg Yang
Christopher Meek
Ahmed Hassan Awadallah
Jianfeng Gao
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197
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Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning
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Haebeom Lee
Juho Lee
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436
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Wine is Not v i n. -- On the Compatibility of Tokenizations Across Languages
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Philipp Dufter
Hinrich Schütze
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Nearest Neighbour Few-Shot Learning for Cross-lingual Classification
M Saiful Bari
Batool Haider
Saab Mansour
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EENLP: Cross-lingual Eastern European NLP Index
International Conference on Language Resources and Evaluation (LREC), 2021
Alexey Tikhonov
Alex Malkhasov
A. Manoshin
George-Andrei Dima
Réka Cserháti
Md. Sadek Hossain Asif
Matt Sárdi
286
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Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer
Weijia Xu
Batool Haider
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Saab Mansour
225
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