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1910.04708
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Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework
International Conference on Learning Representations (ICLR), 2019
10 October 2019
Zirui Wang
Jiateng Xie
Ruochen Xu
Yiming Yang
Graham Neubig
J. Carbonell
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Papers citing
"Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework"
41 / 41 papers shown
Cross-Domain Bilingual Lexicon Induction via Pretrained Language Models
Qiuyu Ding
Zhiqiang Cao
Hailong Cao
Tiejun Zhao
202
0
0
29 May 2025
A survey of neural-network-based methods utilising comparable data for finding translation equivalents
Michaela Denisová
Pavel Rychlý
242
0
0
19 Oct 2024
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment
Orgest Xhelili
Yihong Liu
Hinrich Schütze
316
14
0
28 Jun 2024
Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages
Viktor Hangya
Silvia Severini
Radoslav Ralev
Kangyang Luo
Hinrich Schütze
215
0
0
21 Nov 2023
GARI: Graph Attention for Relative Isomorphism of Arabic Word Embeddings
Muhammad Asif Ali
Maha Alshmrani
Jianbin Qin
Yan Hu
Haiyan Zhao
222
4
0
19 Oct 2023
Domain Mismatch Doesn't Always Prevent Cross-Lingual Transfer Learning
International Conference on Language Resources and Evaluation (LREC), 2022
Daniel Edmiston
Phillip Keung
Noah A. Smith
161
3
0
30 Nov 2022
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Iker García-Ferrero
Rodrigo Agerri
German Rigau
184
25
0
23 Oct 2022
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Kelly Marchisio
Neha Verma
Kevin Duh
Philipp Koehn
337
8
0
11 Oct 2022
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models
Yinpeng Guo
Liangyou Li
Xin Jiang
Qun Liu
145
1
0
14 Jun 2022
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer
European Conference on Information Retrieval (ECIR), 2022
Pavel Efimov
Leonid Boytsov
E. Arslanova
Pavel Braslavski
213
11
0
13 Apr 2022
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts
Workshop on Biomedical Natural Language Processing (BioNLP), 2022
Saadullah Amin
N. Goldstein
M. Wixted
Alejandro García-Rudolph
Catalina Martínez-Costa
G. Neumann
225
8
0
10 Apr 2022
Isomorphic Cross-lingual Embeddings for Low-Resource Languages
Workshop on Representation Learning for NLP (RepL4NLP), 2022
Sonal Sannigrahi
Jesse Read
172
1
0
28 Mar 2022
Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning
Seanie Lee
Haebeom Lee
Juho Lee
Sung Ju Hwang
MoMe
CLL
401
19
0
06 Oct 2021
Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Tejas I. Dhamecha
V. Rudramurthy
Samarth Bharadwaj
Karthik Sankaranarayanan
P. Bhattacharyya
278
33
0
22 Sep 2021
Subword Mapping and Anchoring across Languages
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Giorgos Vernikos
Andrei Popescu-Belis
228
14
0
09 Sep 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Liang Wang
Wei Zhao
Jingming Liu
156
14
0
01 Sep 2021
A Primer on Pretrained Multilingual Language Models
Sumanth Doddapaneni
Gowtham Ramesh
Mitesh M. Khapra
Anoop Kunchukuttan
Pratyush Kumar
LRM
225
87
0
01 Jul 2021
Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment
Findings (Findings), 2021
Ashwinkumar Ganesan
Francis Ferraro
Tim Oates
235
10
0
30 Jun 2021
Crosslingual Embeddings are Essential in UNMT for Distant Languages: An English to IndoAryan Case Study
Machine Translation Summit (MT Summit), 2021
Tamali Banerjee
V. Rudra Murthy
P. Bhattacharyya
251
9
0
09 Jun 2021
Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon Induction
Findings (Findings), 2021
Jinpeng Zhang
Baijun Ji
Nini Xiao
Xiangyu Duan
Min Zhang
Yangbin Shi
Weihua Luo
193
25
0
06 Jun 2021
Cross-Lingual Word Embedding Refinement by
ℓ
1
\ell_{1}
ℓ
1
Norm Optimisation
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Xu Lin
Chenghua Lin
Mark Stevenson
182
14
0
11 Apr 2021
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings
International Conference on Computational Linguistics (COLING), 2021
Linlin Liu
Thien Hai Nguyen
Shafiq Joty
Lidong Bing
Luo Si
450
6
0
11 Mar 2021
Majority Voting with Bidirectional Pre-translation For Bitext Retrieval
Workshop on Building and Using Comparable Corpora (BUCC), 2021
Alex Jones
Derry Wijaya
260
6
0
10 Mar 2021
Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks
AAAI Conference on Artificial Intelligence (AAAI), 2021
Mauricio G. Gruppi
Sibel Adali
Pin-Yu Chen
177
7
0
30 Jan 2021
Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Aitor Ormazabal
Mikel Artetxe
Aitor Soroa Etxabe
Gorka Labaka
Eneko Agirre
255
11
0
31 Dec 2020
Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment
ACM Multimedia (ACM MM), 2020
Paul Pu Liang
Peter Wu
Liu Ziyin
Louis-Philippe Morency
Ruslan Salakhutdinov
162
37
0
04 Dec 2020
Unsupervised Word Translation Pairing using Refinement based Point Set Registration
Silviu Vlad Oprea
Sourav Dutta
H. Assem
158
2
0
26 Nov 2020
Probing Multilingual BERT for Genetic and Typological Signals
Taraka Rama
Lisa Beinborn
Steffen Eger
223
27
0
04 Nov 2020
Anchor-based Bilingual Word Embeddings for Low-Resource Languages
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Tobias Eder
Viktor Hangya
Kangyang Luo
228
13
0
23 Oct 2020
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond
Xin Li
Lidong Bing
Wenxuan Zhang
Zheng Li
Wai Lam
364
32
0
23 Oct 2020
Explicit Alignment Objectives for Multilingual Bidirectional Encoders
Junjie Hu
Melvin Johnson
Orhan Firat
Aditya Siddhant
Graham Neubig
253
63
0
15 Oct 2020
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models
Zirui Wang
Yulia Tsvetkov
Orhan Firat
Yuan Cao
354
230
0
12 Oct 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment
Zirui Wang
Zachary Chase Lipton
Yulia Tsvetkov
224
32
0
06 Oct 2020
Do Explicit Alignments Robustly Improve Multilingual Encoders?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Shijie Wu
Mark Dredze
211
7
0
06 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Patrick Xia
Shijie Wu
Benjamin Van Durme
233
53
0
02 Oct 2020
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study
Saurabh Kulshreshtha
José Luis Redondo García
Ching-Yun Chang
160
51
0
29 Sep 2020
Improving Indonesian Text Classification Using Multilingual Language Model
Ilham Firdausi Putra
Ayu Purwarianti
146
12
0
12 Sep 2020
Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Mozhi Zhang
Yoshinari Fujinuma
Michael J. Paul
Jordan L. Boyd-Graber
CLL
284
14
0
01 May 2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Jonas Pfeiffer
Ivan Vulić
Iryna Gurevych
Sebastian Ruder
707
711
0
30 Apr 2020
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT
Chi-Liang Liu
Tsung-Yuan Hsu
Yung-Sung Chuang
Hung-yi Lee
194
16
0
20 Apr 2020
Understanding Linearity of Cross-Lingual Word Embedding Mappings
Xutan Peng
Mark Stevenson
Chenghua Lin
Chen Li
553
5
0
02 Apr 2020
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