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Papers

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Showing 351–360 of 439 papers

TitleStatusHype
System-2 Mathematical Reasoning via Enriched Instruction Tuning—0
Tapered Off-Policy REINFORCE: Stable and efficient reinforcement learning for LLMs—0
Teaching Small Language Models to Reason—0
The Alignment Ceiling: Objective Mismatch in Reinforcement Learning from Human Feedback—0
The ART of LLM Refinement: Ask, Refine, and Trust—0
The Role of Deductive and Inductive Reasoning in Large Language Models—0
The Unreasonable Effectiveness of Eccentric Automatic Prompts—0
Think before you speak: Training Language Models With Pause Tokens—0
Think Beyond Size: Adaptive Prompting for More Effective Reasoning—0
Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1XolverAccuracy98.1—Unverified
2Orange-mini0-shot MRR98—Unverified