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01/30/2023
How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text Classification
To mitigate gender bias in contextualized language models, different int...
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01/21/2022
Text Style Transfer for Bias Mitigation using Masked Language Modeling
It is well known that textual data on the internet and other digital pla...
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12/14/2021
Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models
An increasing awareness of biased patterns in natural language processin...
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09/15/2018
Detecting and Explaining Drifts in Yearly Grant Applications
During the lifetime of a Business Process changes can be made to the wor...
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05/18/2018
Extending Dynamic Bayesian Networks for Anomaly Detection in Complex Logs
Checking various log files from different processes can be a tedious tas...
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06/03/2002