48 citations · 175 across the 29 of their papers we have counts for
3 papers · 1 filter
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks
Paul Röttger, Bertie Vidgen, Dirk Hovy +1
Labelled data is the foundation of most natural language processing tasks. However, labelling data is difficult and there often are diverse valid beliefs about what the correct dat…
Hatemoji: A Test Suite and Adversarially-Generated Dataset for Benchmarking and Detecting Emoji-based Hate
Hannah Rose Kirk, Bertram Vidgen, Paul Röttger +2
Detecting online hate is a complex task, and low-performing models have harmful consequences when used for sensitive applications such as content moderation. Emoji-based hate is an…
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media
Paul Röttger, Janet B. Pierrehumbert
Language use differs between domains and even within a domain, language use changes over time. For pre-trained language models like BERT, domain adaptation through continued pre-tr…