Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces

5 December 2022

Yan Zheng

Junpeng Wang

Liang Wang

Wei Zhang

J. M. Phillips

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Papers citing "Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces"

21 / 21 papers shown

Title
Improving Approximate Optimal Transport Distances using Quantization Gaspard Beugnot Aude Genevay Kristjan Greenewald Justin Solomon OT MQ 291 9 0 25 Feb 2021
On a Novel Application of Wasserstein-Procrustes for Unsupervised Cross-Lingual Learning Guillem Ramírez Rumen Dangovski Preslav Nakov M. Soljavcić 39 8 0 18 Jul 2020
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? Ivan Vulić Goran Glavaš Roi Reichart Anna Korhonen SSL 49 89 0 04 Sep 2019
Wasserstein-Fisher-Rao Document Distance Zihao Wang Datong P. Zhou Yong Zhang Hao Wu Chenglong Bao 16 4 0 23 Apr 2019
Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training Tasnim Mohiuddin Shafiq Joty 25 37 0 04 Apr 2019
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions Goran Glavaš Robert Litschko Sebastian Ruder Ivan Vulić ELM 57 183 0 01 Feb 2019
Unsupervised Hyperalignment for Multilingual Word Embeddings J. Alaux Edouard Grave Marco Cuturi Armand Joulin 52 71 0 02 Nov 2018
Gromov-Wasserstein Alignment of Word Embedding Spaces David Alvarez-Melis Tommi Jaakkola OT 49 326 0 31 Aug 2018
Unsupervised Alignment of Embeddings with Wasserstein Procrustes Edouard Grave Armand Joulin Quentin Berthet 51 198 0 29 May 2018
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings Mikel Artetxe Gorka Labaka Eneko Agirre SSL 49 587 0 16 May 2018
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion Armand Joulin Piotr Bojanowski Tomas Mikolov Hervé Jégou Edouard Grave 63 307 0 20 Apr 2018
Unsupervised Neural Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho 74 772 0 30 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 265 1,646 0 11 Oct 2017
Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance Jonathan Niles-Weed Francis R. Bach 130 417 0 01 Jul 2017
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 72 529 0 15 Jun 2017
Offline bilingual word vectors, orthogonal transformations and the inverted softmax Samuel L. Smith David H. P. Turban Steven Hamblin Nils Y. Hammerla OffRL 46 536 0 13 Feb 2017
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Antonio Valerio Miceli Barone 43 120 0 09 Aug 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 192 9,944 0 15 Jul 2016
Exploiting Similarities among Languages for Machine Translation Tomas Mikolov Quoc V. Le Ilya Sutskever 53 1,594 0 17 Sep 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 135 4,210 0 04 Jun 2013
Learning Probability Measures with respect to Optimal Transport Metrics Guillermo D. Cañas Lorenzo Rosasco OT 64 100 0 05 Sep 2012