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1801.06126
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Non-Adversarial Unsupervised Word Translation
18 January 2018
Yedid Hoshen
Lior Wolf
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Papers citing
"Non-Adversarial Unsupervised Word Translation"
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Towards Unsupervised Speech Recognition at the Syllable-Level
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Junrui Ni
Kai-Wei Chang
Saurabhchand Bhati
David Harwath
Mark Hasegawa-Johnson
James Glass
126
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04 Oct 2025
mini-vec2vec: Scaling Universal Geometry Alignment with Linear Transformations
Guy Dar
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258
0
0
27 Sep 2025
Unsupervised Bilingual Lexicon Induction for Low Resource Languages
Charitha Rathnayake
P. R. S. Thilakarathna
Uthpala Nethmini
Rishemjith Kaur
Surangika Ranathunga
248
0
0
22 Dec 2024
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem
Neural Information Processing Systems (NeurIPS), 2024
Mathieu Even
Luca Ganassali
Jakob Maier
Laurent Massoulié
212
2
0
23 May 2024
Accessing Higher Dimensions for Unsupervised Word Translation
Neural Information Processing Systems (NeurIPS), 2023
Sida I. Wang
174
0
0
23 May 2023
Black Box Few-Shot Adaptation for Vision-Language models
IEEE International Conference on Computer Vision (ICCV), 2023
Yassine Ouali
Adrian Bulat
Brais Martínez
Georgios Tzimiropoulos
VLM
249
45
0
04 Apr 2023
Do Vision and Language Models Share Concepts? A Vector Space Alignment Study
Transactions of the Association for Computational Linguistics (TACL), 2023
Jiaang Li
Yova Kementchedjhieva
Constanza Fierro
Anders Søgaard
VLM
247
19
0
13 Feb 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
158
3
0
30 Nov 2022
Robust Unsupervised Cross-Lingual Word Embedding using Domain Flow Interpolation
Liping Tang
Zhen Li
Zhiquan Luo
Helen Meng
OOD
195
0
0
07 Oct 2022
Symmetrized Robust Procrustes: Constant-Factor Approximation and Exact Recovery
Tal Amir
S. Kovalsky
Nadav Dym
104
1
0
18 Jul 2022
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings
Workshop on Building and Using Comparable Corpora (BUCC), 2022
Silvia Severini
Viktor Hangya
Masoud Jalili Sabet
Kangyang Luo
Hinrich Schütze
SSL
228
2
0
31 May 2022
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Tuan Dinh
Jy-yong Sohn
Shashank Rajput
Timothy Ossowski
Yifei Ming
Junjie Hu
Dimitris Papailiopoulos
Kangwook Lee
214
0
0
23 May 2022
Improving Word Translation via Two-Stage Contrastive Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yaoyiran Li
Fangyu Liu
Nigel Collier
Anna Korhonen
Ivan Vulić
334
31
0
15 Mar 2022
Cross-language Information Retrieval
P. Galuscáková
Douglas W. Oard
Suraj Nair
237
0
0
10 Nov 2021
Transferring Knowledge Distillation for Multilingual Social Event Detection
Jiaqian Ren
Hao Peng
Lei Jiang
Hongzhi Zhang
Yongxin Tong
Lihong Wang
X. Bai
Bo Wang
Qiang Yang
189
13
0
06 Aug 2021
Word Embedding Transformation for Robust Unsupervised Bilingual Lexicon Induction
Hailong Cao
Tiejun Zhao
120
5
0
26 May 2021
Cross-Lingual Word Embedding Refinement by
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1
\ell_{1}
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1
Norm Optimisation
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Xu Lin
Chenghua Lin
Mark Stevenson
169
14
0
11 Apr 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Freda Shi
Luke Zettlemoyer
Sida I. Wang
SSL
201
35
0
01 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
238
11
0
31 Dec 2020
A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction
International Conference on Computational Linguistics (COLING), 2020
Yanyang Li
Yingfeng Luo
Ye Lin
Quan Du
Huizhen Wang
Shujian Huang
Tong Xiao
Jingbo Zhu
169
11
0
30 Nov 2020
Unsupervised Word Translation Pairing using Refinement based Point Set Registration
Silviu Vlad Oprea
Sourav Dutta
H. Assem
148
2
0
26 Nov 2020
The Surprising Effectiveness of Linear Unsupervised Image-to-Image Translation
International Conference on Pattern Recognition (ICPR), 2020
Eitan Richardson
Yair Weiss
174
12
0
24 Jul 2020
On a Novel Application of Wasserstein-Procrustes for Unsupervised Cross-Lingual Learning
Guillem Ramírez
Rumen Dangovski
Preslav Nakov
M. Soljavcić
307
8
0
18 Jul 2020
A Call for More Rigor in Unsupervised Cross-lingual Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Mikel Artetxe
Sebastian Ruder
Dani Yogatama
Gorka Labaka
Eneko Agirre
211
72
0
30 Apr 2020
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Tasnim Mohiuddin
M Saiful Bari
Shafiq Joty
182
52
0
28 Apr 2020
When Does Unsupervised Machine Translation Work?
Conference on Machine Translation (WMT), 2020
Kelly Marchisio
Kevin Duh
Philipp Koehn
LRM
317
76
0
12 Apr 2020
A Simple Approach to Learning Unsupervised Multilingual Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Pratik Jawanpuria
Mayank Meghwanshi
Bamdev Mishra
SSL
132
4
0
10 Apr 2020
Geometry-aware Domain Adaptation for Unsupervised Alignment of Word Embeddings
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Pratik Jawanpuria
Mayank Meghwanshi
Bamdev Mishra
146
22
0
06 Apr 2020
Visual Grounding in Video for Unsupervised Word Translation
Computer Vision and Pattern Recognition (CVPR), 2020
Gunnar Sigurdsson
Jean-Baptiste Alayrac
Aida Nematzadeh
Lucas Smaira
Mateusz Malinowski
João Carreira
Phil Blunsom
Andrew Zisserman
VGen
292
52
0
11 Mar 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity
Computational Linguistics (CL), 2020
Ivan Vulić
Simon Baker
Edoardo Ponti
Ulla Petti
Ira Leviant
...
Eden Bar
Matt Malone
Thierry Poibeau
Roi Reichart
Anna Korhonen
231
87
0
10 Mar 2020
Multilingual Alignment of Contextual Word Representations
International Conference on Learning Representations (ICLR), 2020
Steven Cao
Nikita Kitaev
Dan Klein
394
202
0
10 Feb 2020
Unsupervised Multilingual Alignment using Wasserstein Barycenter
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Jiale Han
Kshitij Jain
B. Cheng
Pascal Poupart
Xu Wang
216
28
0
28 Jan 2020
Robust Cross-lingual Embeddings from Parallel Sentences
A. Sabet
Prakhar Gupta
Jean-Baptiste Cordonnier
Robert West
Martin Jaggi
156
15
0
28 Dec 2019
Neural Machine Translation: A Review and Survey
Journal of Artificial Intelligence Research (JAIR), 2019
Felix Stahlberg
3DV
AI4TS
MedIm
382
384
0
04 Dec 2019
Interactive Refinement of Cross-Lingual Word Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Michelle Yuan
Mozhi Zhang
Benjamin Van Durme
Leah Findlater
Jordan L. Boyd-Graber
657
44
0
08 Nov 2019
Meemi: A Simple Method for Post-processing and Integrating Cross-lingual Word Embeddings
Yerai Doval
Jose Camacho-Collados
Luis Espinosa-Anke
Steven Schockaert
153
8
0
16 Oct 2019
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces
AAAI Conference on Artificial Intelligence (AAAI), 2019
Anne Lauscher
Goran Glavaš
Simone Paolo Ponzetto
Ivan Vulić
209
67
0
13 Sep 2019
Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Yova Kementchedjhieva
Mareike Hartmann
Anders Søgaard
170
37
0
12 Sep 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Ivan Vulić
Goran Glavaš
Roi Reichart
Anna Korhonen
SSL
247
92
0
04 Sep 2019
Duality Regularization for Unsupervised Bilingual Lexicon Induction
Xuefeng Bai
Yue Zhang
Hailong Cao
Tiejun Zhao
183
2
0
03 Sep 2019
On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning
International Conference on Language Resources and Evaluation (LREC), 2019
Yerai Doval
Jose Camacho-Collados
Luis Espinosa-Anke
Steven Schockaert
SSL
238
21
0
21 Aug 2019
Bilingual Lexicon Induction through Unsupervised Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Mikel Artetxe
Gorka Labaka
Eneko Agirre
192
59
0
24 Jul 2019
Analyzing the Limitations of Cross-lingual Word Embedding Mappings
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Aitor Ormazabal
Mikel Artetxe
Gorka Labaka
Aitor Soroa Etxabe
Eneko Agirre
247
65
0
12 Jun 2019
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Yoshinari Fujinuma
Jordan L. Boyd-Graber
Michael J. Paul
117
28
0
05 Jun 2019
Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Mozhi Zhang
Keyulu Xu
Ken-ichi Kawarabayashi
Stefanie Jegelka
Jordan L. Boyd-Graber
197
63
0
04 Jun 2019
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors
Anne Lauscher
Goran Glavaš
259
56
0
26 Apr 2019
Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training
Tasnim Mohiuddin
Shafiq Joty
141
38
0
04 Apr 2019
Density Matching for Bilingual Word Embedding
Chunting Zhou
Xuezhe Ma
Di Wang
Graham Neubig
239
40
0
04 Apr 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing
Tal Schuster
Ori Ram
Regina Barzilay
Amir Globerson
276
218
0
25 Feb 2019
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Goran Glavaš
Robert Litschko
Sebastian Ruder
Ivan Vulić
ELM
274
187
0
01 Feb 2019
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