winogender-schemas
Bias test sentences
A dataset of manually crafted sentence templates to evaluate the presence of gender bias in natural language processing systems
Data for evaluating gender bias in coreference resolution systems.
70 stars
0 watching
13 forks
Language: Python
last commit: over 7 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
 visionjo/facerec-bias-bfw | This project provides a data proxy to evaluate bias in facial recognition systems across demographic groups. | 47 |
 i-gallegos/fair-llm-benchmark | Compiles bias evaluation datasets and provides access to original data sources for large language models | 115 |
 modeloriented/fairmodels | A tool for detecting bias in machine learning models and mitigating it using various techniques. | 86 |
 cisco-open/inclusive-language | Tools and resources for identifying biased language in code and content. | 21 |
 megantosh/fairness_measures_code | This repository contains implementations of measures to quantify discrimination in data | 38 |
 tolga-b/debiaswe | Removes problematic gender bias from word embeddings to create more neutral representations. | 244 |
 btschwertfeger/python-cmethods | A collection of bias correction techniques for climate data analysis | 60 |
 dssg/aequitas | Toolkit to audit and mitigate biases in machine learning models | 701 |
 privacytrustlab/bias_in_fl | This project investigates how bias can be introduced and spread in machine learning models during federated learning, and aims to detect and mitigate this issue. | 11 |
 nyu-mll/bbq | A dataset and benchmarking framework to evaluate the performance of question answering models on detecting and mitigating social biases. | 92 |
 ethicalml/xai | An eXplainability toolbox for machine learning that enables data analysis and model evaluation to mitigate biases and improve performance | 1,135 |
 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 |
 hrs/markov-sentence-generator | Generates random text based on a statistical model of input text | 95 |
 uglytoad/pragmaticsegmenternet | A C# implementation of sentence boundary detection with rule-based approach. | 33 |
 laser-umass/themis | A tool to test software for discriminatory biases in decision-making processes | 103 |