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bias-detection

Here are 67 public repositories matching this topic...

Trusted-AI / AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Updated Dec 10, 2024
Python

cvs-health / langfair

LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

python ai artificial-intelligence bias fairness ai-safety fairness-testing bias-detection fairness-ai fairness-ml responsible-ai ethical-ai large-language-models llm llm-evaluation llm-evaluation-framework llm-evaluation-metrics

Updated Jun 18, 2025
Python

dccuchile / wefe

WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

nlp library word-embeddings python3 nlp-library bias-reduction bias-detection fairness-ai fairness-ml word-embedding-evaluation word-embedding-fairness

Updated Jun 18, 2024
Python

YujiaBao / ls

Learning to Split for Automatic Bias Detection

machine-learning label-noise bias-detection data-split

Updated May 1, 2023
Python

Babelscape / ALERT

Official repository for the paper "ALERT: A Comprehensive Benchmark for Assessing Large Language Models’ Safety through Red Teaming"

nlp benchmark ai artificial-intelligence nlp-machine-learning red-teaming bias-detection safety-monitoring transformers-models llm llm-evaluation llm-safety llm-safety-benchmark

Updated Sep 20, 2024
Python

lorentzenchr / model-diagnostics

Tools for diagnostics and assessment of (machine learning) models

python machine-learning performance-metrics calibration bias-detection

Updated Mar 1, 2025
Python

SonyResearch / apparent_skincolor

"Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color" (ICCV 2023)

fairness skin-tone skin-color bias-detection skin-hue

Updated Oct 18, 2023
Python

10000

umanlp / RedditBias

Code & Data for the paper "RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models"

natural-language-processing transformers conversational-ai bias-detection debiasing-neural-networks

Updated May 31, 2021
Python

zhihengli-UR / DebiAN

Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)

computer-vision bias-detection responsible-ai bias-mitigation trustworthy-ai

Updated Feb 15, 2023
Python

name-ethnicity-classifier / name-ethnicity-classifier

This repository contains a console-interface name-ethnicity classifier

machine-learning social-sciences ethnicity-classifier bias-detection conv-lstm nationality-predicter

Updated Apr 15, 2025
Python

zhihengli-UR / discover_unknown_biases

Official code of "Discover the Unknown Biased Attribute of an Image Classifier" (ICCV 2021)

disentanglement bias-detection stylegan responsible-ai ai-fairness trustworthy-ai

Updated Oct 11, 2021
Python

maxdreyer / Reveal2Revise

Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.

debugging correction bias bias-correction xai bias-detection r2r model-correction

Updated Jan 17, 2024
Python

YujiaBao / tofu

"Learning Stable Classifiers by Transferring Unstable Features" ICML 2022

machine-learning bias-detection icml-2022

Updated Jul 24, 2022
Python

IQTLabs / daisybell

Scan your AI/ML models for problems before you put them into production.

cybersecurity ai-safety bias-correction bias-detection ai-alignment model-poison ai-assurance

Updated Mar 31, 2025
Python

SergioV3005 / llm-belief-bias

Belief-Bias evaluation of local LLMs

bias-detection llms-reasoning llms-benchmarking

Updated Jun 7, 2025
Python

aria-ml / dataeval

Python library for analyzing data quality and its impact on model performance across classification and object-detection tasks.

data ai metrics linter outlier-detection bias-detection out-of-distribution-detection sufficiency

Updated Jun 19, 2025
Python

andrewimpellitteri / llm_poli_compass

A program to automate testing open source LLMs for their political compass scores

testing-tools evaluation-framework bias-detection political-compass llm llms llamacpp

Updated Nov 28, 2023
Python

AndreFCruz / semeval2019-hyperpartisan-news

Our submission to the SemEval2019 shared task on Hyperpartisan News Detection.

semeval bias-detection semeval-2019

Updated Jul 6, 2023
Python

peremartra / optipfair

Structured pruning and bias visualization for Large Language Models. Tools for LLM optimization and fairness analysis.

python transformers fairness model-pruning bias-detection structured-pruning bias-mitigation activation-analysis large-language-models llm

Updated Jun 14, 2025
Python

LSLeClercq / ABCal

Author Bias Computation and Scientometric Plotting

publications meta-analysis scientometrics bias authors systematic-reviews bias-detection informetrics

Updated Nov 18, 2023
Python

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