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

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 97 1 0 07 Feb 2025
Words and Action: Modeling Linguistic Leadership in #BlackLivesMatter Communities Dani Roytburg Deborah Olorunisola Sandeep Soni Lauren F. Klein 95 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 78 2 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 89 37 0 08 Apr 2024
Structured Embedding Models for Grouped Data Maja R. Rudolph Francisco J. R. Ruiz Susan Athey David M. Blei 41 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 68 967 0 29 Jul 2017
Dynamic Bernoulli Embeddings for Language Evolution Maja R. Rudolph David M. Blei BDL 39 34 0 23 Mar 2017
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 133 2,650 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 59 3,115 0 21 Jul 2016
Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change William L. Hamilton J. Leskovec Dan Jurafsky 52 229 0 09 Jun 2016
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change William L. Hamilton J. Leskovec Dan Jurafsky 70 915 0 30 May 2016
Stereotyping and Bias in the Flickr30K Dataset Emiel van Miltenburg 54 91 0 19 May 2016
Statistically Significant Detection of Linguistic Change Vivek Kulkarni Rami Al-Rfou Bryan Perozzi Steven Skiena 101 470 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 296 33,445 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 550 31,406 0 16 Jan 2013
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 133 7,711 0 02 Mar 2011