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06/15/2023
FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods
This paper introduces the Fair Fairness Benchmark (), a benchmarking fra...
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12/20/2022
PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English
Privacy policies provide individuals with information about their rights...
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05/23/2022
Conditional Supervised Contrastive Learning for Fair Text Classification
Contrastive representation learning has gained much attention due to its...
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04/19/2022
Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies
Prior studies in privacy policies frame the question answering (QA) task...
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11/19/2021
Towards Return Parity in Markov Decision Processes
Algorithmic decisions made by machine learning models in high-stakes dom...
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02/24/2021
Understanding and Mitigating Accuracy Disparity in Regression
With the widespread deployment of large-scale prediction systems in high...
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01/01/2021
Intent Classification and Slot Filling for Privacy Policies
Understanding privacy policies is crucial for users as it empowers them ...
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10/06/2020
PolicyQA: A Reading Comprehension Dataset for Privacy Policies
Privacy policy documents are long and verbose. A question answering (QA)...
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08/19/2019
Hybrid Batch Attacks: Finding Black-box Adversarial Examples with Limited Queries
In a black-box setting, the adversary only has API access to the target ...
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06/19/2019
Adversarial Task-Specific Privacy Preservation under Attribute Attack
With the prevalence of machine learning services, crowdsourced data cont...
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12/07/2018