Li et al. (2023d) found that the performance gap between real and synthetic data is smallest for low-subjectivity tasks like news classification, but significantly larger for high-subjectivity tasks like humor or sarcasm detection.

Authors

• Person: Not available Organization: arXiv
  A Survey on the Theory and Mechanism of Large Language Models

Sources

• A Survey on the Theory and Mechanism of Large Language Models arxiv.org arXiv via serper

Referenced by nodes (1)

• Synthetic data concept