SOTAVerified

GSM8K

Papers

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Showing 391–400 of 439 papers

TitleStatusHype
The ART of LLM Refinement: Ask, Refine, and Trust—0
When is the consistent prediction likely to be a correct prediction?—0
Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning—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
Automatic Robustness Stress Testing of LLMs as Mathematical Problem Solvers—0
Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs—0
TinyGSM: achieving >80% on GSM8k with small language models—0
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Benchmark Results

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