SOTAVerified

GSM8K

Papers

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Showing 51–60 of 439 papers

TitleStatusHype
Synthetic Data RL: Task Definition Is All You NeedCode2
SLOT: Sample-specific Language Model Optimization at Test-timeCode2
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context LearningCode1
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models—0
Accelerating Chain-of-Thought Reasoning: When Goal-Gradient Importance Meets Dynamic Skipping—0
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection—0
S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models—0
Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2—0
Rewriting Pre-Training Data Boosts LLM Performance in Math and CodeCode1
Memory-Efficient LLM Training by Various-Grained Low-Rank Projection of Gradients—0
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Benchmark Results

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