| EquivPruner: Boosting Efficiency and Quality in LLM-Based Search via Action Pruning | May 22, 2025 | GSM8KMath | CodeCode Available | 0 |
| Incremental Sequence Classification with Temporal Consistency | May 22, 2025 | ClassificationLanguage Modeling | —Unverified | 0 |
| RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs | May 22, 2025 | Image ManipulationMath | —Unverified | 0 |
| SATURN: SAT-based Reinforcement Learning to Unleash Language Model Reasoning | May 22, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs | May 22, 2025 | ChatbotMath | CodeCode Available | 0 |
| ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models | May 22, 2025 | Large Language ModelMath | CodeCode Available | 0 |
| Veracity Bias and Beyond: Uncovering LLMs' Hidden Beliefs in Problem-Solving Reasoning | May 22, 2025 | AttributeMath | —Unverified | 0 |
| Can LLMs understand Math? -- Exploring the Pitfalls in Mathematical Reasoning | May 21, 2025 | MathMathematical Reasoning | —Unverified | 0 |
| MIRB: Mathematical Information Retrieval Benchmark | May 21, 2025 | Automated Theorem ProvingInformation Retrieval | CodeCode Available | 0 |
| Learning to Rank Chain-of-Thought: An Energy-Based Approach with Outcome Supervision | May 21, 2025 | GSM8KLearning-To-Rank | —Unverified | 0 |
