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Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems
9 references·16 citing·35 second hop
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References

  • 2018Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification3,509 cited
  • 2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 2016Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings1,615 cited
  • 2018Mitigating Unwanted Biases with Adversarial Learning1,387 cited
  • 2013Discrimination in online ad delivery751 cited
  • 2008Discrimination-aware data mining676 cited
  • 2013Discrimination in Online Ad Delivery477 cited
  • 2004Speaking from the Heart: Gender and the Social Meaning of Emotion240 cited

Cited by

  • 2023Gender bias and stereotypes in Large Language Models381 cited
  • 2021Five sources of bias in natural language processing298 cited
  • 2022Trustworthy AI: A Computational Perspective261 cited
  • 2021Sentiment Analysis for Fake News Detection242 cited
  • 2020Fairness in Deep Learning: A Computational Perspective216 cited
  • 2023Emotion recognition from unimodal to multimodal analysis: A review

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192 cited
  • 2019Evaluating the Underlying Gender Bias in Contextualized Word Embeddings190 cited
  • 2021From Text to Thought: How Analyzing Language Can Advance Psychological Science168 cited
  • 2020Towards Debiasing Sentence Representations154 cited
  • 2020Investigating Gender Bias in Language Models Using Causal Mediation Analysis142 cited
  • 2021Societal Biases in Language Generation: Progress and Challenges131 cited
  • 2021A Survey on Bias in Deep NLP123 cited
  • 2022Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts119 cited
  • 2022Algorithmic fairness datasets: the story so far114 cited
  • 2021Investigating Gender Bias in BERT112 cited
  • 2022Ethics Sheet for Automatic Emotion Recognition and Sentiment Analysis111 cited