Libr-AI / fairlib
A framework for assessing and improving classification fairness.
☆34Updated last year
Alternatives and similar repositories for fairlib:
Users that are interested in fairlib are comparing it to the libraries listed below
- ☆124Updated last year
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆130Updated last month
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆84Updated last year
- [ACL 2020] Towards Debiasing Sentence Representations☆64Updated 2 years ago
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆30Updated 2 years ago
- tianlu-wang / Identifying-and-Mitigating-Spurious-Correlations-for-Improving-Robustness-in-NLP-ModelsNAACL 2022 Findings☆15Updated 2 years ago
- Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.☆54Updated 3 years ago
- ☆87Updated 2 years ago
- ☆9Updated last year
- Probing for Labeled Dependency Trees (ACL 2022) + Sorting LMs by Structure (NAACL 2022)☆8Updated 8 months ago
- ☆22Updated 4 months ago
- ☆31Updated 3 years ago
- ☆24Updated 3 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆66Updated 4 years ago
- ☆38Updated 5 years ago
- ☆87Updated last year
- This repository contains the data and code introduced in the paper "CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Maske…☆111Updated 11 months ago
- SAFER: A Structure-free Approach For cErtified Robustness to Adversarial Word Substitutions (ACL 2020)☆28Updated 4 years ago
- ☆15Updated last year
- Code & Data for the paper "RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models"☆24Updated 3 years ago
- ☆11Updated 2 years ago
- ☆64Updated 4 years ago
- ☆25Updated 3 years ago
- Data set for LREC 2020 paper "I Feel Offended, Don't Be Abusive!"☆18Updated last year
- Official repository for Jia, Raghunathan, Göksel, and Liang, "Certified Robustness to Adversarial Word Substitutions" (EMNLP 2019)☆38Updated 5 years ago
- ☆38Updated last year
- ☆26Updated 2 years ago
- For Certified Robustness to Text Adversarial Attacks by Randomized [MASK]☆15Updated 4 months ago
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆79Updated 5 months ago
- OOD Generalization and Detection (ACL 2020)☆60Updated 4 years ago