Cites: Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision

9 citation edges inside this catalog. A title match is weaker evidence than an identifier match. Zero entries does not mean no citations on the web.

• Self-Consistency Improves Chain of Thought Reasoning in Language Models
  arxiv:2203.11171 · evidence: title
• DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
  arxiv:2402.03300 · evidence: id
• The Llama 3 Herd of Models
  arxiv:2407.21783 · evidence: id
• Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
  arxiv:2504.13837 · evidence: title
• TTRL: Test-Time Reinforcement Learning
  arxiv:2504.16084 · evidence: title
• The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning
  arxiv:2505.15134 · evidence: title
• Learning to Reason without External Rewards
  arxiv:2505.19590 · evidence: title
• Reinforcing General Reasoning without Verifiers
  arxiv:2505.21493 · evidence: title
• Unsupervised Elicitation of Language Models
  arxiv:2506.10139 · evidence: id