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| Open Eyes, Then Reason: Fine-grained Visual Mathematical Understanding in MLLMs | Jan 11, 2025 | MathMathematical Problem-Solving | CodeCode Available | 1 | 5 |
| CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought | Feb 24, 2025 | Mathematical ReasoningMisinformation | CodeCode Available | 1 | 5 |
| AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence | Feb 19, 2025 | Code GenerationDecision Making | CodeCode Available | 1 | 5 |
| GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models | Oct 7, 2024 | GSM8KLogical Reasoning | CodeCode Available | 1 | 5 |
| A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram | Feb 22, 2023 | Geometry Problem SolvingMathematical Reasoning | CodeCode Available | 1 | 5 |
| Control LLM: Controlled Evolution for Intelligence Retention in LLM | Jan 19, 2025 | MathMathematical Reasoning | CodeCode Available | 1 | 5 |
| FedCBO: Reaching Group Consensus in Clustered Federated Learning through Consensus-based Optimization | May 4, 2023 | Federated Learningglobal-optimization | CodeCode Available | 1 | 5 |
| GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models | Apr 13, 2025 | Mathematical Reasoning | CodeCode Available | 1 | 5 |
| Peano: Learning Formal Mathematical Reasoning | Nov 29, 2022 | Automated Theorem ProvingMathematical Reasoning | CodeCode Available | 1 | 5 |
