Tag: mathematical reasoning
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SSG: Enhanced Logit-Balanced Watermarking for LLMs
Discover SSG, a logit-balanced vocabulary partitioning method that boosts watermark strength and detectability in large language models.
Robust LLM-Based Math Reasoning Evaluation Framework
Discover a novel LLM-based framework that improves math reasoning evaluation, surpassing traditional symbolic methods with enhanced accuracy and flexibilit...
Scaling Laws of LLMs in Reinforcement Learning Post-Training
Explore how model size, data, and compute impact LLM reinforcement learning post-training, with insights on mathematical reasoning efficiency.
Adaptive Dynamic Sampling for Enhanced Math Reasoning AI
Discover SAI-DPO, a dynamic sampling method that adapts training data to model ability, boosting math reasoning performance efficiently.
HintMR: Boost Math Reasoning in Small Language Models
Discover how HintMR enhances mathematical reasoning in small language models with hint-assisted guidance for improved accuracy and efficiency.