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05/14/2020
Statistical Equity: A Fairness Classification Objective
Machine learning systems have been shown to propagate the societal error...
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04/10/2020
Identifying Cultural Differences through Multi-Lingual Wikipedia
Understanding cross-cultural differences is an important application of ...
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04/04/2020
Aggressive, Repetitive, Intentional, Visible, and Imbalanced: Refining Representations for Cyberbullying Classification
Cyberbullying is a pervasive problem in online communities. To identify ...
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03/03/2020
Anchor Attention for Hybrid Crowd Forecasts Aggregation
Forecasting the future is a notoriously difficult task. To overcome this...
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10/24/2019
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition
We study the bias in several state-of-the-art named entity recognition (...
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08/23/2019
A Survey on Bias and Fairness in Machine Learning
With the widespread use of AI systems and applications in our everyday l...
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02/04/2019
Identifying and Analyzing Cryptocurrency Manipulations in Social Media
Interest surrounding cryptocurrencies, digital or virtual currencies tha...
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09/14/2017
Cross-Platform Emoji Interpretation: Analysis, a Solution, and Applications
Most social media platforms are largely based on text, and users often w...
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08/17/2016