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Your Fairness May Vary: Pretrained Language Model Fairness in Toxic Text ClassificationIoana Baldini SoaresDennis Weiet al.2022ACL 2022
The Good, the Bad, and the Outliers: A Testing Framework for Decision Optimization Model LearningOrit DavidovichGheorghe-Teodor Berceaet al.2022KDD 2022
LaSO: Label-Set Operations networks for multi-label few-shot learningAmit AlfassyLeonid Karlinskyet al.2019CVPR 2019
Exploring Vulnerabilities in LLMs: A Red Teaming Approach to Evaluate Social BiasYuya Jeremy OngJay Pankaj Galaet al.2024IEEE CISOSE 2024
DetAIL: A Tool to Automatically Detect and Analyze Drift In LanguageNishtha MadaanAdithya Manjunathaet al.2023IAAI 2023
A monitoring framework for deployed machine learning models with supply chain examplesBradley EckDuygu Kabakci-Zorluet al.2022Big Data 2022