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 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆153Updated 5 months ago
- tianlu-wang / Identifying-and-Mitigating-Spurious-Correlations-for-Improving-Robustness-in-NLP-ModelsNAACL 2022 Findings☆15Updated 3 years ago
- ☆158Updated 2 years ago
- A2T: Towards Improving Adversarial Training of NLP Models (EMNLP 2021 Findings)☆26Updated 4 years ago
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆90Updated 2 years ago
- [ACL 2020] Towards Debiasing Sentence Representations☆65Updated 3 years ago
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆82Updated 4 years ago
- ☆98Updated 3 years ago
- [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models☆61Updated 3 years ago
- Data for evaluating gender bias in coreference resolution systems.☆81Updated 6 years ago
- ☆90Updated 3 years ago
- Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper☆85Updated 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…☆128Updated last year
- Training data extraction on GPT-2☆196Updated 2 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆69Updated 5 years ago
- Papers on fairness in NLP☆450Updated last year
- ☆11Updated 3 years ago
- Contextualized Perturbation for Textual Adversarial Attack, NAACL 2021☆44Updated 4 years ago
- ☆25Updated 4 years ago
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆86Updated last year
- Data set for LREC 2020 paper "I Feel Offended, Don't Be Abusive!"☆18Updated 2 years ago
- Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"☆35Updated 4 years ago
- ☆31Updated 4 years ago
- Explaining neural decisions contrastively to alternative decisions.☆25Updated 4 years ago
- ☆17Updated 4 years ago
- Code & Data for the paper "RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models"☆32Updated 4 years ago
- ☆24Updated 4 years ago
- For Certified Robustness to Text Adversarial Attacks by Randomized [MASK]☆17Updated last year
- codes for "Searching for an Effective Defender:Benchmarking Defense against Adversarial Word Substitution"☆31Updated 2 years ago
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆29Updated 3 years ago