Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes

Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes

22 November 2017

Dan Jurafsky

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Papers citing "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes"

16 / 16 papers shown

Title
Fine-Tuned LLMs are "Time Capsules" for Tracking Societal Bias Through Books Sangmitra Madhusudan Robert D Morabito Skye Reid Nikta Gohari Sadr Ali Emami 138 1 0 07 Feb 2025
Words and Action: Modeling Linguistic Leadership in #BlackLivesMatter Communities Dani Roytburg Deborah Olorunisola Sandeep Soni Lauren F. Klein 122 0 0 03 Dec 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 138 3 0 06 May 2024
SafetyPrompts: a Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety Paul Röttger Fabio Pernisi Bertie Vidgen Dirk Hovy ELM KELM 156 39 0 08 Apr 2024
Structured Embedding Models for Grouped Data Maja R. Rudolph Francisco J. R. Ruiz Susan Athey David M. Blei 59 36 0 28 Sep 2017
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez Kai-Wei Chang FaML 106 974 0 29 Jul 2017
Dynamic Bernoulli Embeddings for Language Evolution Maja R. Rudolph David M. Blei BDL 67 34 0 23 Mar 2017
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 223 2,678 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 3,156 0 21 Jul 2016
Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change William L. Hamilton J. Leskovec Dan Jurafsky 79 230 0 09 Jun 2016
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change William L. Hamilton J. Leskovec Dan Jurafsky 109 923 0 30 May 2016
Stereotyping and Bias in the Flickr30K Dataset Emiel van Miltenburg 80 92 0 19 May 2016
Statistically Significant Detection of Linguistic Change Vivek Kulkarni Rami Al-Rfou Bryan Perozzi Steven Skiena 117 473 0 12 Nov 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,565 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 687 31,553 0 16 Jan 2013
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 203 7,729 0 02 Mar 2011

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