Libr-AI / fairlibLinks
A framework for assessing and improving classification fairness.
☆33Updated 2 years ago
Alternatives and similar repositories for fairlib
Users that are interested in fairlib are comparing it to the libraries listed below
Sorting:
- [ACL 2020] Towards Debiasing Sentence Representations☆66Updated 2 years ago
- ☆141Updated last year
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆143Updated 7 months ago
- tianlu-wang / Identifying-and-Mitigating-Spurious-Correlations-for-Improving-Robustness-in-NLP-ModelsNAACL 2022 Findings☆15Updated 3 years ago
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆87Updated last year
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆82Updated 10 months ago
- Training data extraction on GPT-2☆190Updated 2 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆68Updated 4 years ago
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆30Updated 2 years ago
- A2T: Towards Improving Adversarial Training of NLP Models (EMNLP 2021 Findings)☆26Updated 3 years ago
- [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models☆61Updated 2 years ago
- ☆89Updated 3 years ago
- Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.☆56Updated 4 years ago
- This repository contains the data and code introduced in the paper "CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Maske…☆123Updated last year
- ☆11Updated 3 years ago
- Code & Data for the paper "RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models"☆27Updated 4 years ago
- ☆89Updated 3 months ago
- ☆97Updated 2 years ago
- Explaining neural decisions contrastively to alternative decisions.☆25Updated 4 years ago
- ☆26Updated 2 years ago
- Implementation for https://arxiv.org/abs/2005.00652☆28Updated 2 years ago
- ☆9Updated 2 years ago
- ☆25Updated 2 months ago
- ☆11Updated 3 years ago
- Data set for LREC 2020 paper "I Feel Offended, Don't Be Abusive!"☆18Updated last year
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆30Updated 3 years ago
- This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".☆88Updated 3 years ago
- Probing for Labeled Dependency Trees (ACL 2022) + Sorting LMs by Structure (NAACL 2022)☆8Updated last year
- Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"☆34Updated 3 years ago
- Framework for controlling demographic biases in NLG (using adversarial prompts)☆20Updated 2 years ago