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Gender stereotypes are manifest in most of the world's languages and are consequently propagated or amplified by NLP systems.
Automatic Differentiation: Techniques and Applications , volume 120 of Lecture Notes in Computer Science
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Joint lemmatization and morphological tagging with lemming
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Man is to computer programmer as woman is to homemaker? debiasing word embeddings
Tolga Bolukbasi, Kai-Wei Chang, James Y. Zou, Venkatesh Saligrama, and Adam Tauman Kalai. 2016 · 2016
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The SIGMORPHON 2016 shared task—morphological reinflection
Ryan Cotterell, Christo Kirov, John Sylak-Glassman, David Yarowsky, Jason Eisner, and Mans Hulden. 2016 · 2016
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Deep biaffine attention for neural dependency parsing
Timothy Dozat and Christopher D. Manning. 2016 · 2016
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CoNLL-SIGMORPHON 2017 shared task: Universal morphological reinflection in 52 languages
Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Patrick Xia, Manaal Faruqui, Sandra Kübler, David Yarowsky, Jason Eisner, and Mans Hulden. 2017 · 2017
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Gender bias in neural natural language processing
Kaiji Lu, Piotr Mardziel, Fangjing Wu, Preetam Amancharla, and Anupam Datta. 2018 · 2018
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Spell once, summon anywhere: A two-level open-vocabulary language model
Sabrina J. Mielke and Jason Eisner. 2018 · 2018
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Universal dependencies 2.3
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