Swamy et al. (2025) attributed the superiority of Reinforcement Learning (RL) in generalization to the 'generation-verification gap,' arguing that in many reasoning tasks, learning a verifier is significantly easier than learning a generator.

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 (2)

• reinforcement learning concept
• generalization concept