gender-bias

There are 3 repositories under gender-bias topic.

datamllab / awesome-fairness-in-ai
A curated list of awesome Fairness in AI resources
fairness machine-learning deep-learning gender-bias xai interpretability bias ai
307
gender-bias / gender-bias
Reading for gender bias
gender gender-bias evaluation female women implicit-bias
Language:Python 89
facerec-bias-bfw
visionjo / facerec-bias-bfw
Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).
face-recognition bias bias-mitigation python data-analysis data-visualization dataset computer-vision machine-learning classification ethnicity-analysis gender-bias ethnic-diversity face-dataset face-verification
Language:Jupyter Notebook 45
Yorko / gender-unbiased_BERT-based_pronoun_resolution
Source code for the ACL workshop paper and Kaggle competition by Google AI team
coreference-resolution gender-bias bert-model bert kaggle acl2019
Language:Jupyter Notebook 40
hlt-mt / FBK-fairseq
Repository containing the open source code of works published at the FBK MT unit.
deep-learning pytorch speech-to-text speech-translation gender-bias simultaneous-translation subtitling
Language:Python 39
sfu-discourse-lab / GenderGapTracker
Scrape news articles and analyze them using NLP to quantify the gender gap in Canadian mainstream media
big-data gender-bias machine-learning nlp text-analysis topic-modeling dashboard fastapi natural-language-processing spacy text-mining
Language:Python 38
princeton-nlp / MABEL
EMNLP 2022: "MABEL: Attenuating Gender Bias using Textual Entailment Data" https://arxiv.org/abs/2210.14975
contrastive-learning fairness gender-bias natural-language-processing
Language:Python 36
microsoft / responsible-ai-toolbox-genbit
A tool for gender bias identification in text. Part of Microsoft's Responsible AI toolbox.
data-science fairness-ai fairness-ml gender gender-bias jupyter machine-learning natural-language natural-language-processing fairnness
Language:Python 29
zhaojishun / GenderBiasPapers
Must-read Papers on Gender Bias.
gender-bias social-bias embeddings
29
ina-foss / inaFaceAnalyzer
INA's library with pretrained models for gender and age prediction from faces.
face-detection gender-classification gender-bias age-bias racial-bias face-tracking video face python gender age age-gender-estimation age-estimation gender-classifier face-classification digital-humanities ass-subtitles face-analysis pretrained-models deeplearning
Language:Python 17
eric-ai-lab / Mitigate-Gender-Bias-in-Image-Search
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
fairness-ml gender-bias image-search multimodality vision-language
Language:Python 12
namsor / namsor-r-sdk2
NamSor API v2 R SDK - classify personal names accurately by gender, country of origin, or ethnicity.
openapi3 gender-classification gender-detection gender-classifier ethnicity ethnicity-classifier ethnicity-analysis gender gender-from-name gender-diversity gender-equality gender-bias
Language:R 12
cisnlp / bias-in-nlp
Literature overview: gender bias in natural language processing
nlp gender-bias bias nlp-machine-learning
Language:Python 10
soarsmu / BiasFinder
BiasFinder | IEEE TSE | Metamorphic Test Generation to Uncover Bias for Sentiment Analysis Systems
natural-language-processing fairness fairness-testing gender-bias
Language:Jupyter Notebook 8
cjabradshaw / HIPE
R code and data files associated with: Courchamp & Bradshaw. 2017. 100 papers every ecologist should read. Nature Ecology and Evolution 2: 395-401
ecology scientific-papers required-reading classic-ecology-papers gender-bias
Language:R 6
kainoj / pruning-bias
Pruning bias from transformers / NAACL 2022
bert-model gender-bias naacl2022 nlp transformers
Language:Python 6
barbaraneves / gender-bias-in-virtual-assistants
Final Project of the Data Science postgraduate class at MDCC/UFC
data-science gender-detection gender-classification toxic-comment-classification toxicity virtual-assistant dialogue-systems deep-learning bert-model lstm-model fasttext-embeddings gender-bias gender-based-violence
Language:Jupyter Notebook 5
chanind / word2vec-gender-bias-explorer
A tool to show gender bias in words based on NLP word embeddings from Google News
embeddings gender-bias word2vec
Language:TypeScript 5
manankshastri / WordVectorRepresentation
Operations on word vectors - measure similarity using cosine similarity, solve word analogy problems, reduce gender bias in word embedding.
python3 cosine-similarity gender-bias word-analogy glove-vectors
Language:Jupyter Notebook 5
michmech / biasshield
Push back against bias in machine translation
deepl gender-bias google-translate machine-translation debiasbyus fairslator
Language:JavaScript 5
navid-rekabsaz / GenderBias_IR
Tools and resources of the paper "Do Neural Ranking Models Intensify Gender Bias?"
bias dataset gender-bias information-retrieval queries stereotypes
Language:Jupyter Notebook 5
VSteinborn / s_jsd-multilingual-bias
Code and data for the paper "An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models" (Findings of NAACL 2022)
dataset gender-bias information-theory metrics nlp translation
Language:Python 5
daconjam / Detecting_Gender_Bias
The primary goal of this project is to detecting and examining gender bias in news articles
gender-detection gender-bias gender-classification gender-prediction gender-equality gender-recognition dataset bias news-articles
Language:Jupyter Notebook 4
ina-foss / InaGVAD
Voice activity detection and speaker gender segmentation audiovisual corpus
audio-dataset audio-segmentation audiovisual-dataset benchmark corpus gender gender-bias gender-prediction gender-representation radio speaker-gender speech-activity-detection speech-corpus speech-dataset tv voice-activity-detection acoustic-diversity dataset
Language:Jupyter Notebook 4
namsor / namsor-java-sdk2
NamSor API v2 Java SDK - classify personal names accurately by gender, country of origin, or ethnicity.
java openapi3 gender-classification gender-detection gender-classifier ethnicity ethnicity-classifier ethnicity-analysis gender gender-from-name gender-diversity gender-equality gender-bias
Language:Java 4
namsor / namsor-javascript-sdk2
NamSor API v2 Java SDK - classify personal names accurately by gender, country of origin, or ethnicity.
gender-classification gender-detection gender-classifier ethnicity ethnicity-classifier ethnicity-analysis gender gender-from-name gender-diversity gender-equality gender-bias
Language:JavaScript 4
yipenglai / Wikipedia-Gender-Bias
Measure gender bias in English Wikipedia biographies through text analysis in R
wikipedia text-analysis text-classification wikipedia-entries gender-bias
Language:R 4
zambujo / snsf-peerreview
Open Science Notebook
research-funding peer-review research-paper open-notebook switzerland gender-bias science-policy
Language:JavaScript 4
feyzaakyurek / bias-textgen
Code for the paper "Challenges in Measuring Bias in Open-Ended Language Generation" presented as oral at the 4th Workshop on Gender Bias in NLP at NAACL 2022.
bias gender-bias language-generation natural-language-processing racial-bias
Language:Python 3
kalhorghazal / Advisor-Student-Data
👩‍🎓 Dataset of the paper published in EPJ Data Science
dataset diversity equality gender-bias statistical-inference nationality-bias advisor-student epj-data-science
3
soodoku / sonny_side
Son Bias in US: Evidence from Business Names
gender-bias son-bias
Language:Jupyter Notebook 3
arajni3 / Gender_Wage_Gap_Analysis_And_Visualization
Analysis and visualization of the gender wage gap dataset from OECD using MySQL, the PyMySQL and Pandas modules from Python, and Jupyter Notebook.
mysql python mysql-connector pymysql pandas-python data-science data-analysis data-visualization gender-bias gender-gap gender-equality jupyter-notebook
Language:Jupyter Notebook 2
aurorarq / euads-genderbias
Supporting material for the EuADS Summer School - A hands-on tutorial on explainable methods for machine learning with Python: applications to gender bias
explainable-ai fair-ml gender-bias machine-learning
Language:Jupyter Notebook 2
Carolinecasey17 / Thesis_NLP_GenderBias_AustralianJobDescriptions
Scripts for Cognitive Science Masters Thesis - Investigating Implicit Gender Bias and Stereotypes in Job Descriptions Using Word Embeddings – an Australian Context
australia gender-bias job-descriptions nlp wordembeddings
Language:Jupyter Notebook 2
koc-lab / legalbias
This repository contains the required codes for reproducing the results in "Gender Bias in Legal Texts and Debiasing It" which is published in Natural Language Engineering journal.
gender-bias natural-language-processing nlp
Language:Python 2
SALT-NLP / GEP_data
Code/Data for the paper: "Auditing Gender Presentation Differences in Text-to-Image Models"
evaluation-metrics gender-bias text-to-image text2image
Language:Jupyter Notebook 2

gender-bias

datamllab / awesome-fairness-in-ai

gender-bias / gender-bias

visionjo / facerec-bias-bfw

Yorko / gender-unbiased_BERT-based_pronoun_resolution

hlt-mt / FBK-fairseq

sfu-discourse-lab / GenderGapTracker

princeton-nlp / MABEL

microsoft / responsible-ai-toolbox-genbit

zhaojishun / GenderBiasPapers

ina-foss / inaFaceAnalyzer

eric-ai-lab / Mitigate-Gender-Bias-in-Image-Search

namsor / namsor-r-sdk2

cisnlp / bias-in-nlp

soarsmu / BiasFinder

cjabradshaw / HIPE

kainoj / pruning-bias

barbaraneves / gender-bias-in-virtual-assistants

chanind / word2vec-gender-bias-explorer

manankshastri / WordVectorRepresentation

michmech / biasshield

navid-rekabsaz / GenderBias_IR

VSteinborn / s_jsd-multilingual-bias

daconjam / Detecting_Gender_Bias

ina-foss / InaGVAD

namsor / namsor-java-sdk2

namsor / namsor-javascript-sdk2

yipenglai / Wikipedia-Gender-Bias

zambujo / snsf-peerreview

feyzaakyurek / bias-textgen

kalhorghazal / Advisor-Student-Data

soodoku / sonny_side

arajni3 / Gender_Wage_Gap_Analysis_And_Visualization

aurorarq / euads-genderbias

Carolinecasey17 / Thesis_NLP_GenderBias_AustralianJobDescriptions

koc-lab / legalbias

SALT-NLP / GEP_data