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Fairness

1,193 papers

Papers per year

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Papers

A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning IJCNLP 2022
Delivering Fairness in Human Resources AI: Mutual Information to the Rescue IJCNLP 2022
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour IJCNLP 2022
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique IJCNLP 2022
Exploring the Effects of Negation and Grammatical Tense on Bias Probes IJCNLP 2022
Adversarial Reweighting for Speaker Verification Fairness INTERSPEECH 2022
Socially Aware Bias Measurements for Hindi Language Representations NAACL 2022
Cross-Domain Detection of GPT-2-Generated Technical Text NAACL 2022
Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models NAACL 2022
Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models NAACL 2022
How Gender Debiasing Affects Internal Model Representations, and Why It Matters NAACL 2022
Gender Bias in Masked Language Models for Multiple Languages NAACL 2022
Using Natural Sentence Prompts for Understanding Biases in Language Models NAACL 2022
Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection NAACL 2022
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis NAACL 2022
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias NAACL 2022
Benchmarking Intersectional Biases in NLP NAACL 2022
How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns NAACL 2022
Optimising Equal Opportunity Fairness in Model Training NAACL 2022
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection NAACL 2022
Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection NAACL 2022
“Again, Dozens of Refugees Drowned”: A Computational Study of Political Framing Evoked by Presuppositions NAACL 2022
Text Style Transfer for Bias Mitigation using Masked Language Modeling NAACL 2022
HeteroCorpus: A Corpus for Heteronormative Language Detection NAACL 2022
Evaluating Gender Bias Transfer from Film Data NAACL 2022