McGill-NLP / bias-bench
ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.
☆137Updated 4 months ago
Alternatives and similar repositories for bias-bench:
Users that are interested in bias-bench are comparing it to the libraries listed below
- ☆131Updated last year
- This repository contains the data and code introduced in the paper "CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Maske…☆118Updated last year
- [ACL 2020] Towards Debiasing Sentence Representations☆65Updated 2 years ago
- Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper☆80Updated 4 years ago
- StereoSet: Measuring stereotypical bias in pretrained language models☆181Updated 2 years ago
- Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.☆54Updated 3 years ago
- [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models☆61Updated 2 years ago
- Repository for the Bias Benchmark for QA dataset.☆114Updated last year
- Codebase, data and models for the SummaC paper in TACL☆93Updated 3 months ago
- ☆39Updated last year
- ☆106Updated last year
- EMNLP 2022: "MABEL: Attenuating Gender Bias using Textual Entailment Data" https://arxiv.org/abs/2210.14975☆37Updated last year
- Repository for research in the field of Responsible NLP at Meta.☆199Updated 5 months ago
- ☆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
- UnQovering Stereotyping Biases via Underspecified Questions - EMNLP 2020 (Findings)☆22Updated 3 years ago
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆76Updated 3 years ago
- Data for evaluating gender bias in coreference resolution systems.☆77Updated 5 years ago
- Data and info for the paper "ParaDetox: Text Detoxification with Parallel Data"☆30Updated last month
- code associated with ACL 2021 DExperts paper☆114Updated last year
- Dataset + classifier tools to study social perception biases in natural language generation☆68Updated last year
- ☆89Updated 2 years ago
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆80Updated 7 months ago
- ☆26Updated last year
- ☆50Updated last year
- Framework for controlling demographic biases in NLG (using adversarial prompts)☆20Updated last year
- Code for Editing Factual Knowledge in Language Models☆137Updated 3 years ago
- ☆174Updated 9 months ago
- ☆75Updated last year
- Code and data for Marked Personas (ACL 2023)☆24Updated last year