| The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve? | Feb 24, 2025 | Arithmetic ReasoningCommon Sense Reasoning | —Unverified | 0 | 0 |
| The Unreasonable Effectiveness of Eccentric Automatic Prompts | Feb 9, 2024 | Arithmetic ReasoningGSM8K | —Unverified | 0 | 0 |
| Think Beyond Size: Adaptive Prompting for More Effective Reasoning | Oct 10, 2024 | Arithmetic ReasoningComputational Efficiency | —Unverified | 0 | 0 |
| Think-to-Talk or Talk-to-Think? When LLMs Come Up with an Answer in Multi-Step Arithmetic Reasoning | Dec 2, 2024 | Arithmetic Reasoning | —Unverified | 0 | 0 |
| ThoughtProbe: Classifier-Guided Thought Space Exploration Leveraging LLM Intrinsic Reasoning | Apr 9, 2025 | Arithmetic Reasoningvalid | —Unverified | 0 | 0 |
| TinyGSM: achieving >80% on GSM8k with small language models | Dec 14, 2023 | Arithmetic ReasoningGSM8K | —Unverified | 0 | 0 |
| Tokenization Constraints in LLMs: A Study of Symbolic and Arithmetic Reasoning Limits | May 20, 2025 | Arithmetic Reasoning | —Unverified | 0 | 0 |
| Towards Intrinsic Self-Correction Enhancement in Monte Carlo Tree Search Boosted Reasoning via Iterative Preference Learning | Dec 23, 2024 | Arithmetic ReasoningGSM8K | —Unverified | 0 | 0 |
| Transcending Scaling Laws with 0.1% Extra Compute | Oct 20, 2022 | Arithmetic ReasoningCross-Lingual Question Answering | —Unverified | 0 | 0 |
| Unlocking Structured Thinking in Language Models with Cognitive Prompting | Oct 3, 2024 | Arithmetic ReasoningGSM8K | —Unverified | 0 | 0 |
