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GSM8K

Papers

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Showing 201–225 of 439 papers

TitleStatusHype
CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs—0
Cost-Saving LLM Cascades with Early Abstention—0
CoThink: Token-Efficient Reasoning via Instruct Models Guiding Reasoning Models—0
CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks—0
Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic—0
D^2LoRA: Data-Driven LoRA Initialization for Low Resource Tasks—0
Dialectical Behavior Therapy Approach to LLM Prompting—0
Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models—0
Distill Not Only Data but Also Rewards: Can Smaller Language Models Surpass Larger Ones?—0
DiversiGATE: A Comprehensive Framework for Reliable Large Language Models—0
DNA 1.0 Technical Report—0
Does your data spark joy? Performance gains from domain upsampling at the end of training—0
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs—0
DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models—0
Dual Decomposition of Weights and Singular Value Low Rank Adaptation—0
Dynamic Parallel Tree Search for Efficient LLM Reasoning—0
Dynamic Subset Tuning: Expanding the Operational Range of Parameter-Efficient Training for Large Language Models—0
Efficient Data Selection at Scale via Influence Distillation—0
Efficient Fine-Tuning of Quantized Models via Adaptive Rank and Bitwidth—0
Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2—0
Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search—0
Entropy-Guided Watermarking for LLMs: A Test-Time Framework for Robust and Traceable Text Generation—0
Evaluation of LLMs for mathematical problem solving—0
Evolutionary Pre-Prompt Optimization for Mathematical Reasoning—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