Are All Good Word Vector Spaces Isomorphic?

Are All Good Word Vector Spaces Isomorphic?

8 April 2020

Sebastian Ruder

Anders Søgaard

Papers citing "Are All Good Word Vector Spaces Isomorphic?"

10 / 10 papers shown

Title
Relative Representations: Topological and Geometric Perspectives Alejandro García-Castellanos Giovanni Luca Marchetti Danica Kragic Martina Scolamiero 60 0 0 17 Sep 2024
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 118 6,454 0 05 Nov 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? Ivan Vulić Goran Glavaš Roi Reichart Anna Korhonen SSL 34 89 0 04 Sep 2019
Analyzing the Limitations of Cross-lingual Word Embedding Mappings Aitor Ormazabal Mikel Artetxe Gorka Labaka Aitor Soroa Etxabe Eneko Agirre 49 62 0 12 Jun 2019
Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages Shauli Ravfogel Yoav Goldberg Tal Linzen 40 70 0 15 Mar 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 45 183 0 01 Feb 2019
Gromov-Wasserstein Alignment of Word Embedding Spaces David Alvarez-Melis Tommi Jaakkola OT 32 326 0 31 Aug 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 253 1,646 0 11 Oct 2017
The Effects of Data Size and Frequency Range on Distributional Semantic Models Magnus Sahlgren Alessandro Lenci 21 59 0 27 Sep 2016
Polyglot: Distributed Word Representations for Multilingual NLP Rami Al-Rfou Bryan Perozzi Steven Skiena VLM 45 477 0 05 Jul 2013