Gender Classification for Podcast Media – EPFL Capstone Project for COS Applied Data Science: Machine Learning
-
Updated
Jul 10, 2022 - Jupyter Notebook
Gender Classification for Podcast Media – EPFL Capstone Project for COS Applied Data Science: Machine Learning
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.
Topic Modeling for Gender Bias on Regional News Corpus
Code for measuring gender bias in word embeddings
NamSor API v2 Java SDK - classify personal names accurately by gender, country of origin, or ethnicity.
Pruning bias from transformers / NAACL 2022
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.
This repository contains an exploratory data analysis project focused on investigating gender bias in Spanish films through the lens of the Bechdel Test. The Bechdel Test, originating from Alison Bechdel, is a measure of representation of women in fiction, setting a low bar for gender equality in storytelling.
Code/Data for the paper: "Auditing Gender Presentation Differences in Text-to-Image Models"
To understand the gender/social bias Bert KD model, more specifically TinyBert.
A reply to BMJ 2019;367:l6573
Reproduction Attempt for "Gender Bias among Professionals"
The project can be split into different sub-projects (easy difficulty: replication of the published meta-analysis for evidence of gender bias in hiring decisions; medium for newer modelling). Requires skills in R and will require some learning on Bayesian modelling.
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)
Identifying Interpretable Word Vector Subspaces with PCA
Measure and mitigate gender bias in Danish toxicity classifiers and sentiment analysis models.
Visualize interactions between different genders in any given text.
Literature overview: gender bias in natural language processing
Son Bias in US: Evidence from Business Names
Analysis and visualization of the gender wage gap dataset from OECD using MySQL, the PyMySQL and Pandas modules from Python, and Jupyter Notebook.
Add a description, image, and links to the gender-bias topic page so that developers can more easily learn about it.
To associate your repository with the gender-bias topic, visit your repo's landing page and select "manage topics."