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GSM8K

Papers

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Showing 61–70 of 439 papers

TitleStatusHype
Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning ProcessCode2
Weak-to-Strong ReasoningCode2
LoRA-XS: Low-Rank Adaptation with Extremely Small Number of ParametersCode2
MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics BenchmarkCode2
Exploring the Compositional Deficiency of Large Language Models in Mathematical ReasoningCode2
Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained RewardsCode2
LLM2LLM: Boosting LLMs with Novel Iterative Data EnhancementCode2
GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem SolversCode2
Reformatted AlignmentCode2
Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical TextsCode2
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Benchmark Results

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