sunipa / On-Measuring-and-Mitigating-Biased-Inferences-of-Word-Embeddings
Debiasing both contextual and context free embeddings and developing a downstream metric for bias measurement
☆8Updated 4 years ago
Alternatives and similar repositories for On-Measuring-and-Mitigating-Biased-Inferences-of-Word-Embeddings:
Users that are interested in On-Measuring-and-Mitigating-Biased-Inferences-of-Word-Embeddings are comparing it to the libraries listed below
- Code for the paper "Measuring Bias in Contextualized Word Representations"☆35Updated 5 years ago
- Cross-lingual version of WEAT☆9Updated 5 years ago
- Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.☆54Updated 3 years ago
- ☆16Updated 5 years ago
- ☆26Updated 2 years ago
- Dataset + classifier tools to study social perception biases in natural language generation☆67Updated last year
- Framework for controlling demographic biases in NLG (using adversarial prompts)☆20Updated last year
- ☆25Updated 3 years ago
- [ACL 2020] Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation☆27Updated 4 years ago
- code for our EACL 2021 paper: "Challenges in Automated Debiasing for Toxic Language Detection" by Xuhui Zhou, Maarten Sap, Swabha Swayamd…☆19Updated 3 years ago
- Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.☆30Updated 4 years ago
- [ACL 2020] Towards Debiasing Sentence Representations☆64Updated 2 years ago
- Learning Gender-Neutral Word Embeddings☆46Updated 5 years ago
- Official code release for ACL 2020 paper "Contextualizing Hate Speech Classifiers with Post hoc Explanation"☆35Updated 3 years ago
- ACL 2021 paper "Style is NOT a single variable: Case Studies for Cross-Style Language Understanding " by Dongyeop Kang and Eduard Hovy☆14Updated 3 years ago
- ☆39Updated 5 years ago
- Repository describing example random control tasks for designing and interpreting neural probes☆32Updated 2 years ago
- This is a repo for the EMNLP 19 Paper on gender bias in gendered languages.☆23Updated 5 years ago
- ☆39Updated 3 years ago
- A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, …☆81Updated 11 months ago
- ☆59Updated last year
- Use WEAT statistic to compare bias among word embeddings trained with different algorithms, from different sources, or after debiasing☆12Updated 5 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
- Data and code repository of " Multilingual Fairness Evaluation for Hate Speech Detection ". LREC 2020.☆20Updated 2 years ago
- Extracting Cultural Commonsense Knowledge at Scale (WWW 2023)☆11Updated last year
- ☆38Updated last year
- The respository describing a novel datasets for word association explanations☆12Updated last year
- Adaptation datasets and scripts for the paper "Reducing gender bias in Neural Machine Translation as a domain adaptation problem" (ACL 20…☆13Updated 4 years ago
- Baseline for ERASER benchmark☆17Updated 2 years ago
- The Art and Science of Empirical Computer Science (Fall 2022)☆21Updated last year