| Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models | Apr 18, 2024 | GSM8KMMLU | —Unverified | 0 | 0 |
| Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? | Apr 19, 2024 | GSM8K | —Unverified | 0 | 0 |
| Reliable Reasoning Beyond Natural Language | Jul 16, 2024 | GSM8KMathematical Reasoning | —Unverified | 0 | 0 |
| Rethinking Data Synthesis: A Teacher Model Training Recipe with Interpretation | Oct 27, 2024 | GSM8KLanguage Modeling | —Unverified | 0 | 0 |
| DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models | May 20, 2025 | GSM8KMathematical Reasoning | —Unverified | 0 | 0 |
| RevOrder: A Novel Method for Enhanced Arithmetic in Language Models | Feb 6, 2024 | GSM8KMath | —Unverified | 0 | 0 |
| Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs | Dec 30, 2024 | GSM8K | —Unverified | 0 | 0 |
| RL in Name Only? Analyzing the Structural Assumptions in RL post-training for LLMs | May 19, 2025 | GSM8K | —Unverified | 0 | 0 |
| RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations | Jan 25, 2025 | Computational EfficiencyGSM8K | —Unverified | 0 | 0 |
| Rule-Guided Feedback: Enhancing Reasoning by Enforcing Rule Adherence in Large Language Models | Mar 14, 2025 | Checkmate In OneGSM8K | —Unverified | 0 | 0 |
