debiaswe
Bias remover
Removes problematic gender bias from word embeddings to create more neutral representations.
Remove problematic gender bias from word embeddings.
244 stars
8 watching
90 forks
Language: Jupyter Notebook
last commit: over 1 year ago debiasgender-equalitynips-2016social-justiceword-embeddingsword2vec
Related projects:
| Repository | Description | Stars |
|---|---|---|
 datamllab/mitigating_gender_bias_in_captioning_system | An investigation into bias in image captioning systems using a dataset and a new model design to mitigate this bias | 13 |
 simonexmachina/ember-devtools | A collection of useful Ember.js debugging functions. | 159 |
 mainmatter/ember-test-selectors | Enables better element selectors in Ember.js tests by removing unwanted attributes | 264 |
 yfzhang114/llava-align | Debiasing techniques to minimize hallucinations in large visual language models | 75 |
 rudinger/winogender-schemas | A dataset of manually crafted sentence templates to evaluate the presence of gender bias in natural language processing systems | 70 |
 edepasquale/doubletdecon | Deconvolutes single-cell RNA-seq data from potential doublets to remove contamination | 69 |
 sindresorhus/gulp-strip-debug | Removes console statements from JavaScript code to strip debugging information | 251 |
 visionjo/facerec-bias-bfw | This project provides a data proxy to evaluate bias in facial recognition systems across demographic groups. | 47 |
 tsingz0/dbe | An implementation of a federated learning method to reduce domain bias in representation space, enabling improved knowledge transfer between clients and servers. | 22 |
 chengyuegongr/frequency-agnostic | Improves word embeddings by training with adversarial objectives | 118 |
| mainmatter/ember-hbs-minifier | Removes unnecessary whitespace from Handlebars templates to improve template performance and reduce file size. | 48 |
 nikhgarg/embeddingdynamicstereotypes | Quantifies 100 years of gender and ethnic stereotypes through word embeddings. | 161 |
 henry-sarabia/blank | A package that removes whitespace from strings and detects blank strings. | 12 |
 nmrksic/counter-fitting | A tool to update word vectors to align with linguistic constraints | 145 |
 fanglanting/skip-gram-pytorch | A PyTorch implementation of the skip-gram model for learning word embeddings. | 188 |