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Mathematical Problem-Solving

Papers

Showing 1120 of 106 papers

TitleStatusHype
Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical SupervisionCode0
Surrogate Signals from Format and Length: Reinforcement Learning for Solving Mathematical Problems without Ground Truth AnswersCode0
RaDeR: Reasoning-aware Dense Retrieval ModelsCode1
Can reasoning models comprehend mathematical problems in Chinese ancient texts? An empirical study based on data from Suanjing Shishu0
SMART: Self-Generating and Self-Validating Multi-Dimensional Assessment for LLMs' Mathematical Problem Solving0
Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems0
HARDMath2: A Benchmark for Applied Mathematics Built by Students as Part of a Graduate ClassCode0
Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations0
Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs0
PT-MoE: An Efficient Finetuning Framework for Integrating Mixture-of-Experts into Prompt TuningCode0
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