ResponsiblyAI / responsiblyLinks
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
☆97Updated last year
Alternatives and similar repositories for responsibly
Users that are interested in responsibly are comparing it to the libraries listed below
Sorting:
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- A library that implements fairness-aware machine learning algorithms☆124Updated 4 years ago
- Röttger et al. (ACL 2021): "HateCheck: Functional Tests for Hate Speech Detection Models" - Data☆59Updated 3 years ago
- WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Wor…☆177Updated last year
- Learning Gender-Neutral Word Embeddings☆47Updated 5 years ago
- To analyze and remove gender bias in coreference resolution systems☆79Updated last month
- NAACL 2019 (Oral): Code for "Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings"☆40Updated 5 years ago
- A visual analytic system for fair data-driven decision making☆25Updated 2 years ago
- Quantifying biases in BERT embeddings pretrained on MIMIC-III clinical notes☆24Updated 4 years ago
- Bag of, not words, but tricks!☆68Updated last year
- Code to reproduce data for Bias in Bios☆46Updated 2 years ago
- Geolocation Inference for Reddit☆12Updated last year
- Remove problematic gender bias from word embeddings.☆250Updated 2 years ago
- A repository with several curated datasets of counter-narratives to fight online hate speech.☆89Updated 2 years ago
- A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, …☆85Updated last year
- SemEval 2019 Hyperpartisan News Detection - team Bertha von Suttner contribution☆22Updated 5 years ago
- Code for Blodgett et al. 2016, Demographic dialectal variation in social media☆25Updated 5 years ago
- Running Prodigy for a team of annotators☆53Updated 4 years ago
- Hands-on tutorial on ML Fairness☆72Updated last year
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆199Updated 4 years ago
- Intersectional bias in hate speech and abusive language datasets☆14Updated last year
- ☆53Updated last year
- XAI Tutorial for the Explainable AI track in the ALPS winter school 2021☆58Updated 4 years ago
- ☆39Updated 6 years ago
- python tools to check recourse in linear classification☆76Updated 4 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆157Updated 2 years ago
- ☆39Updated last year
- ☆54Updated 3 years ago
- Training Temporal Word Embeddings with a Compass☆64Updated 2 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆67Updated 4 years ago