Papers with expert annotator
Large Language Models for Propaganda Span Annotation (2024.findings-emnlp)
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| Challenge: | Using propagandistic techniques to manipulate online audiences is increasing in recent years. |
| Approach: | They investigate whether Large Language Models (LLMs) such as GPT-4 can extract propagandistic spans and the potential of employing them to collect more cost-effective annotations. |
| Outcome: | The proposed model provides labels that have higher agreement with expert annotators and lead to specialized models that achieve state-of-the-art over an unseen Arabic testing set. |