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Papers

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Showing 326–350 of 439 papers

TitleStatusHype
Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement—0
CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks—0
STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning—0
Strategic Chain-of-Thought: Guiding Accurate Reasoning in LLMs through Strategy Elicitation—0
Building Math Agents with Multi-Turn Iterative Preference Learning—0
Prompt Baking—0
S^3c-Math: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners—0
Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic—0
Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems—0
SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models—0
Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs—0
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models—0
Cool-Fusion: Fuse Large Language Models without Training—0
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost—0
Reliable Reasoning Beyond Natural Language—0
Token-Supervised Value Models for Enhancing Mathematical Reasoning Capabilities of Large Language Models—0
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist—0
Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On—0
When is the consistent prediction likely to be a correct prediction?—0
Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks—0
metabench -- A Sparse Benchmark to Measure General Ability in Large Language ModelsCode0
AgentInstruct: Toward Generative Teaching with Agentic Flows—0
Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs—0
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning—0
LiteSearch: Efficacious Tree Search for LLM—0
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Benchmark Results

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