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On The Fragility of Benchmark Contamination Detection in Reasoning Models
Arxiv
0+阅读 · 3月2日
ReSyn: Autonomously Scaling Synthetic Environments for Reasoning Models
Arxiv
0+阅读 · 2月23日
Towards Safe Reasoning in Large Reasoning Models via Corrective Intervention
Arxiv
0+阅读 · 2月28日
Cost Trade-offs of Reasoning and Non-Reasoning Large Language Models in Text-to-SQL
Arxiv
0+阅读 · 3月7日
Batch Prompting Suppresses Overthinking Reasoning Under Constraint: How Batch Prompting Suppresses Overthinking in Reasoning Models
Arxiv
0+阅读 · 2月20日
Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use
Arxiv
0+阅读 · 3月3日
ExpLang: Improved Exploration and Exploitation in LLM Reasoning with On-Policy Thinking Language Selection
Arxiv
0+阅读 · 2月25日
Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models
Arxiv
0+阅读 · 3月11日
Symbol-Equivariant Recurrent Reasoning Models
Arxiv
0+阅读 · 3月2日
Controllable Reasoning Models Are Private Thinkers
Arxiv
0+阅读 · 2月27日
RFEval: Benchmarking Reasoning Faithfulness under Counterfactual Reasoning Intervention in Large Reasoning Models
Arxiv
0+阅读 · 2月20日
RFEval: Benchmarking Reasoning Faithfulness under Counterfactual Reasoning Intervention in Large Reasoning Models
Arxiv
0+阅读 · 2月23日
REA-RL: Reflection-Aware Online Reinforcement Learning for Efficient Reasoning
Arxiv
0+阅读 · 2月27日
CyclicReflex: Improving Reasoning Models via Cyclical Reflection Token Scheduling
Arxiv
0+阅读 · 3月7日
ALARM: Audio-Language Alignment for Reasoning Models
Arxiv
0+阅读 · 3月10日
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