hljoren / compare-embedding-biasLinks
Use WEAT statistic to compare bias among word embeddings trained with different algorithms, from different sources, or after debiasing
☆13Updated 6 years ago
Alternatives and similar repositories for compare-embedding-bias
Users that are interested in compare-embedding-bias are comparing it to the libraries listed below
Sorting:
- NAACL 2019 (Oral): Code for "Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings"☆40Updated 6 years ago
- Code for the paper "Measuring Bias in Contextualized Word Representations"☆35Updated 6 years ago
- ☆39Updated 6 years ago
- ☆89Updated 3 years ago
- [ACL 2020] Towards Debiasing Sentence Representations☆66Updated 2 years ago
- Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.☆56Updated 4 years ago
- Dataset + classifier tools to study social perception biases in natural language generation☆70Updated 2 years ago
- Cross-lingual version of WEAT☆9Updated 6 years ago
- A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, …☆92Updated last year
- How Contextual are Contextualized Word Representations?☆41Updated 5 years ago
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆80Updated 3 years ago
- [ACL 2020] Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation☆27Updated 5 years ago
- Papers on fairness in NLP☆448Updated last year
- ☆39Updated 4 years ago
- Framework for controlling demographic biases in NLG (using adversarial prompts)☆20Updated 2 years ago
- This is a repo for the EMNLP 19 Paper on gender bias in gendered languages.☆23Updated 5 years ago
- ☆97Updated 2 years ago
- ☆14Updated 3 years ago
- Learning Gender-Neutral Word Embeddings☆47Updated 5 years ago
- Official code release for ACL 2020 paper "Contextualizing Hate Speech Classifiers with Post hoc Explanation"☆35Updated 3 years ago
- replication of Word Embedding Association Test(WEAT), which is suggested in Semantics derived automatically from language corpora necess…☆32Updated 7 years ago
- A reading list of up-to-date papers on NLP for Social Good.☆303Updated last year
- Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.☆214Updated 2 years ago
- StereoSet: Measuring stereotypical bias in pretrained language models☆186Updated 2 years ago
- [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models☆61Updated 2 years ago
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆143Updated 7 months ago
- Code to reproduce data for Bias in Bios☆46Updated 2 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
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆199Updated 4 years ago
- This repository provides details and links to the ACL anthology corpus/collection including .bib, .pdf and grobid extractions of the pdfs☆182Updated last year