2.4k citations · 2.7k across the 42 of their papers we have counts for
4 papers · 1 filter
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition
Ninareh Mehrabi, Thamme Gowda, Fred Morstatter +2
We study the bias in several state-of-the-art named entity recognition (NER) models---specifically, a difference in the ability to recognize male and female names as PERSON entity…
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi, Fred Morstatter, Nripsuta Saxena +2
With the widespread use of AI systems and applications in our everyday lives, it is important to take fairness issues into consideration while designing and engineering these types…
Debiasing Community Detection: The Importance of Lowly-Connected Nodes
Ninareh Mehrabi, Fred Morstatter, Nanyun Peng +1
Community detection is an important task in social network analysis, allowing us to identify and understand the communities within the social structures. However, many community de…
Identifying and Analyzing Cryptocurrency Manipulations in Social Media
Mehrnoosh Mirtaheri, Sami Abu-El-Haija, Fred Morstatter +2
Interest surrounding cryptocurrencies, digital or virtual currencies that are used as a medium for financial transactions, has grown tremendously in recent years. The anonymity sur…