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10/11/2022
Social-Group-Agnostic Word Embedding Debiasing via the Stereotype Content Model
Existing word embedding debiasing methods require social-group-specific ...
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08/10/2022
The Moral Foundations Reddit Corpus
Moral framing and sentiment can affect a variety of online and offline b...
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10/28/2021
Hate Speech Classifiers Learn Human-Like Social Stereotypes
Social stereotypes negatively impact individuals' judgements about diffe...
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08/03/2021
Improving Counterfactual Generation for Fair Hate Speech Detection
Bias mitigation approaches reduce models' dependence on sensitive featur...
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10/24/2020
Efficiently Mitigating Classification Bias via Transfer Learning
Prediction bias in machine learning models refers to unintended model be...
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10/24/2020
Fair Hate Speech Detection through Evaluation of Social Group Counterfactuals
Approaches for mitigating bias in supervised models are designed to redu...
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05/05/2020
Contextualizing Hate Speech Classifiers with Post-hoc Explanation
Hate speech classifiers trained on imbalanced datasets struggle to deter...
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09/04/2019