no code implementations • EACL (LTEDI) 2021 • Irina Bigoulaeva, Viktor Hangya, Alexander Fraser
Rather than collecting and annotating new hate speech data, we show how to use cross-lingual transfer learning to leverage already existing data from higher-resource languages.
1 code implementation • 4 Sep 2023 • Sheng Lu, Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Iryna Gurevych
Large language models have exhibited emergent abilities, demonstrating exceptional performance across diverse tasks for which they were not explicitly trained, including those that require complex reasoning abilities.
1 code implementation • 31 Oct 2022 • Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Aline Villavicencio, Iryna Gurevych
We compare sequential fine-tuning with a model for multi-task learning in the context where we are interested in boosting performance on two tasks, one of which depends on the other.
no code implementations • 15 Jan 2022 • Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser
The goal of hate speech detection is to filter negative online content aiming at certain groups of people.