Are We Consistently Biased? Multidimensional Analysis of Biases in
Distributional Word Vectors

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Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors

26 April 2019

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Papers citing "Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors"

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Title
Grammatical gender associations outweigh topical gender bias in crosslinguistic word embeddings Kate McCurdy Oguz Serbetci 61 21 0 18 May 2020
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 77 183 0 01 Feb 2019
Gromov-Wasserstein Alignment of Word Embedding Spaces David Alvarez-Melis Tommi Jaakkola OT 56 328 0 31 Aug 2018
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings Mikel Artetxe Gorka Labaka Eneko Agirre SSL 67 590 0 16 May 2018
Non-Adversarial Unsupervised Word Translation Yedid Hoshen Lior Wolf 66 119 0 18 Jan 2018
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes Nikhil Garg L. Schiebinger Dan Jurafsky James Zou AI4TS 71 965 0 22 Nov 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 291 1,661 0 11 Oct 2017
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 87 531 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 66 537 0 13 Feb 2017
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 215 2,673 0 25 Aug 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 112 3,150 0 21 Jul 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,978 0 15 Jul 2016
Multilingual Models for Compositional Distributed Semantics Karl Moritz Hermann Phil Blunsom 90 317 0 17 Apr 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,560 0 16 Oct 2013
Exploiting Similarities among Languages for Machine Translation Tomas Mikolov Quoc V. Le Ilya Sutskever 98 1,597 0 17 Sep 2013