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GSM8K

Papers

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Showing 241–250 of 439 papers

TitleStatusHype
MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task—0
Leveraging Uncertainty Estimation for Efficient LLM Routing—0
Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning—0
Uncertainty-Aware Search and Value Models: Mitigating Search Scaling Flaws in LLMs—0
Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration PitfallsCode0
Hybrid Offline-online Scheduling Method for Large Language Model Inference Optimization—0
Cost-Saving LLM Cascades with Early Abstention—0
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical RangesCode0
Self-Training Large Language Models for Tool-Use Without Demonstrations—0
Evolving LLMs' Self-Refinement Capability via Iterative Preference Optimization—0
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Benchmark Results

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