316 citations · 618 across the 41 of their papers we have counts for
4 papers · 1 filter
How can we combat online misinformation? A systematic overview of current interventions and their efficacy
Pica Johansson, Florence Enock, Scott Hale +4
The spread of misinformation is a pressing global problem that has elicited a range of responses from researchers, policymakers, civil society and industry. Over the past decade, t…
Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning
Hannah Rose Kirk, Bertie Vidgen, Scott A. Hale
Annotating abusive language is expensive, logistically complex and creates a risk of psychological harm. However, most machine learning research has prioritized maximizing effectiv…
Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models
Paul Röttger, Haitham Seelawi, Debora Nozza +2
Hate speech detection models are typically evaluated on held-out test sets. However, this risks painting an incomplete and potentially misleading picture of model performance becau…
Handling and Presenting Harmful Text in NLP Research
Hannah Rose Kirk, Abeba Birhane, Bertie Vidgen +1
Text data can pose a risk of harm. However, the risks are not fully understood, and how to handle, present, and discuss harmful text in a safe way remains an unresolved issue in th…