microsoft / biosbias
Code to reproduce data for Bias in Bios
☆46Updated last year
Alternatives and similar repositories for biosbias:
Users that are interested in biosbias are comparing it to the libraries listed below
- ☆39Updated 5 years ago
- ☆89Updated 2 years ago
- Learning Gender-Neutral Word Embeddings☆46Updated 5 years ago
- Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.☆54Updated 3 years ago
- To analyze and remove gender bias in coreference resolution systems☆77Updated 3 years ago
- ☆96Updated 2 years ago
- 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
- [ACL 2020] Towards Debiasing Sentence Representations☆65Updated 2 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
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆170Updated 4 years ago
- Find text features that are most related to an outcome, controlling for confounds.☆60Updated 9 months ago
- Dataset + classifier tools to study social perception biases in natural language generation☆68Updated last year
- Data and code repository of " Multilingual Fairness Evaluation for Hate Speech Detection ". LREC 2020.☆20Updated 2 years ago
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆137Updated 4 months ago
- Framework for controlling demographic biases in NLG (using adversarial prompts)☆20Updated last year
- A Python package to compute HONEST, a score to measure hurtful sentence completions in language models. Published at NAACL 2021.☆21Updated 2 weeks ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆66Updated 4 years ago
- ☆39Updated last year
- ☆26Updated 2 years ago
- [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models☆61Updated 2 years ago
- Code for the paper "Measuring Bias in Contextualized Word Representations"☆35Updated 5 years ago
- A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, …☆82Updated last year
- replication of Word Embedding Association Test(WEAT), which is suggested in Semantics derived automatically from language corpora necess…☆30Updated 6 years ago
- ☆39Updated 3 years ago
- Use WEAT statistic to compare bias among word embeddings trained with different algorithms, from different sources, or after debiasing☆13Updated 5 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
- StereoSet: Measuring stereotypical bias in pretrained language models☆181Updated 2 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆71Updated 8 months ago
- Official code release for ACL 2020 paper "Contextualizing Hate Speech Classifiers with Post hoc Explanation"☆35Updated 3 years ago