Search Results for author: Irina Bigoulaeva

Found 4 papers, 2 papers with code

Cross-Lingual Transfer Learning for Hate Speech Detection

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.

Cross-Lingual Transfer Hate Speech Detection +2

Are Emergent Abilities in Large Language Models just In-Context Learning?

1 code implementation4 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.

In-Context Learning Instruction Following

Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5

1 code implementation31 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.

Multi-Task Learning Natural Language Inference

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