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Can Monolingual Pretrained Models Help Cross-Lingual Classification?
10 November 2019
Zewen Chi
Li Dong
Furu Wei
Xian-Ling Mao
Heyan Huang
LRM
VLM
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Papers citing
"Can Monolingual Pretrained Models Help Cross-Lingual Classification?"
22 / 22 papers shown
Zero-shot Cross-lingual Transfer without Parallel Corpus
Yuyang Zhang
Xiaofeng Han
Baojun Wang
VLM
327
0
0
07 Oct 2023
Language Contamination Helps Explain the Cross-lingual Capabilities of English Pretrained Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Terra Blevins
Luke Zettlemoyer
402
108
0
17 Apr 2022
Cross-Lingual Text Classification with Multilingual Distillation and Zero-Shot-Aware Training
Ziqing Yang
Yiming Cui
Zhigang Chen
Shijin Wang
VLM
489
5
0
28 Feb 2022
On the Universality of Deep Contextual Language Models
Shaily Bhatt
Poonam Goyal
Sandipan Dandapat
Monojit Choudhury
Sunayana Sitaram
ELM
346
5
0
15 Sep 2021
A Primer on Pretrained Multilingual Language Models
Sumanth Doddapaneni
Gowtham Ramesh
Mitesh M. Khapra
Anoop Kunchukuttan
Pratyush Kumar
LRM
258
87
0
01 Jul 2021
Transferring Monolingual Model to Low-Resource Language: The Case of Tigrinya
Applied Computing and Intelligence (ACI), 2020
Abrhalei Tela
Abraham Woubie
Ville Hautamaki
250
18
0
13 Jun 2020
Unsupervised Cross-lingual Representation Learning at Scale
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Alexis Conneau
Kartikay Khandelwal
Naman Goyal
Vishrav Chaudhary
Guillaume Wenzek
Francisco Guzmán
Edouard Grave
Myle Ott
Luke Zettlemoyer
Veselin Stoyanov
708
8,168
0
05 Nov 2019
Cross-Lingual Natural Language Generation via Pre-Training
AAAI Conference on Artificial Intelligence (AAAI), 2019
Zewen Chi
Li Dong
Furu Wei
Wenhui Wang
Xian-Ling Mao
Heyan Huang
390
141
0
23 Sep 2019
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Julian Martin Eisenschlos
Sebastian Ruder
Piotr Czapla
Marcin Kardas
Sylvain Gugger
Jeremy Howard
250
106
0
10 Sep 2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Phillip Keung
Y. Lu
Vikas Bhardwaj
359
83
0
31 Aug 2019
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges
N. Arivazhagan
Ankur Bapna
Orhan Firat
Dmitry Lepikhin
Melvin Johnson
...
George F. Foster
Colin Cherry
Wolfgang Macherey
Zhiwen Chen
Yonghui Wu
359
463
0
11 Jul 2019
How multilingual is Multilingual BERT?
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Telmo Pires
Eva Schlinger
Dan Garrette
LRM
VLM
669
1,648
0
04 Jun 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT
Shijie Wu
Mark Dredze
VLM
SSeg
495
733
0
19 Apr 2019
Cross-lingual Language Model Pretraining
Guillaume Lample
Alexis Conneau
1.4K
2,962
0
22 Jan 2019
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond
Mikel Artetxe
Holger Schwenk
3DV
449
1,127
0
26 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLM
SSL
SSeg
3.1K
112,756
0
11 Oct 2018
XNLI: Evaluating Cross-lingual Sentence Representations
Alexis Conneau
Guillaume Lample
Ruty Rinott
Adina Williams
Samuel R. Bowman
Holger Schwenk
Veselin Stoyanov
ELM
625
1,574
0
13 Sep 2018
Attention Is All You Need
Neural Information Processing Systems (NeurIPS), 2017
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
8.3K
172,602
0
12 Jun 2017
Cross-lingual Distillation for Text Classification
Ruochen Xu
Yiming Yang
VLM
313
73
0
05 May 2017
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification
Transactions of the Association for Computational Linguistics (TACL), 2016
Xilun Chen
Yu Sun
Ben Athiwaratkun
Claire Cardie
Kilian Q. Weinberger
887
326
0
06 Jun 2016
Neural Machine Translation of Rare Words with Subword Units
Annual Meeting of the Association for Computational Linguistics (ACL), 2015
Rico Sennrich
Barry Haddow
Alexandra Birch
787
8,585
0
31 Aug 2015
Distilling the Knowledge in a Neural Network
Geoffrey E. Hinton
Oriol Vinyals
J. Dean
FedML
975
23,581
0
09 Mar 2015
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