A curated list of awesome Fairness in AI resources
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Sep 15, 2023
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gender-bias
Here are 82 public repositories matching this topic...
Reading for gender bias
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Jun 4, 2022 - Python
Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).
python machine-learning computer-vision data-visualization dataset classification data-analysis face-recognition bias face-dataset face-verification ethnicity-analysis gender-bias ethnic-diversity bias-mitigation
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Jan 14, 2025 - Jupyter Notebook
A tool for gender bias identification in text. Part of Microsoft's Responsible AI toolbox.
data-science machine-learning natural-language-processing jupyter natural-language gender gender-bias fairness-ai fairness-ml fairnness
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Aug 20, 2024 - Python
Repository containing the open source code of works published at the FBK MT unit.
deep-learning pytorch speech-to-text subtitling gender-bias speech-translation simultaneous-translation
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Apr 15, 2025 - Python
Scrape news articles and analyze them using NLP to quantify the gender gap in Canadian mainstream media
nlp machine-learning natural-language-processing text-mining big-data dashboard text-analysis spacy topic-modeling gender-bias fastapi
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May 3, 2024 - Python
Source code for the ACL workshop paper and Kaggle competition by Google AI team
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Jan 13, 2022 - Jupyter Notebook
EMNLP 2022: "MABEL: Attenuating Gender Bias using Textual Entailment Data" https://arxiv.org/abs/2210.14975
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Dec 14, 2023 - Python
INA's library with pretrained models for gender and age prediction from faces.
python video face face-detection deeplearning digital-humanities gender pretrained-models age gender-classification face-analysis face-tracking ass-subtitles age-estimation gender-classifier gender-bias age-gender-estimation face-classification age-bias racial-bias
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Oct 7, 2024 - Python
Voice activity detection and speaker gender segmentation audiovisual corpus
radio benchmark corpus tv dataset gender audio-segmentation voice-activity-detection gender-prediction speech-dataset gender-bias speech-activity-detection speaker-gender speech-corpus audio-dataset audiovisual-dataset acoustic-diversity gender-representation
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Jan 20, 2025 - Jupyter Notebook
NamSor API v2 R SDK - classify personal names accurately by gender, country of origin, or ethnicity.
gender-equality gender ethnicity gender-from-name gender-classification openapi3 ethnicity-analysis gender-detection ethnicity-classifier gender-diversity gender-classifier gender-bias
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Mar 15, 2021 - R
Code for the EMNLP 2021 Oral paper "Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search" https://arxiv.org/abs/2109.05433
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Feb 6, 2023 - Python
BiasFinder | IEEE TSE | Metamorphic Test Generation to Uncover Bias for Sentiment Analysis Systems
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Jan 18, 2022 - Jupyter Notebook
Literature overview: gender bias in natural language processing
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Jan 26, 2021 - Python
A tool to show gender bias in words based on NLP word embeddings from Google News
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Nov 20, 2022 - TypeScript
Pruning bias from transformers / NAACL 2022
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Jul 11, 2022 - Python
The primary goal of this project is to detecting and examining gender bias in news articles
dataset gender-equality gender-recognition news-articles bias gender-classification gender-detection gender-prediction gender-bias
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Jul 1, 2021 - Jupyter Notebook
R code and data files associated with: Courchamp & Bradshaw. 2017. 100 papers every ecologist should read. Nature Ecology and Evolution 2: 395-401
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Oct 31, 2021 - R
Operations on word vectors - measure similarity using cosine similarity, solve word analogy problems, reduce gender bias in word embedding.
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Feb 11, 2019 - Jupyter Notebook
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