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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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10/12/2021
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations
Majority voting and averaging are common approaches employed to resolve ...
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10/12/2021
On Releasing Annotator-Level Labels and Information in Datasets
A common practice in building NLP datasets, especially using crowd-sourc...
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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