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| Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights | Feb 18, 2025 | Arithmetic ReasoningCommon Sense Reasoning | —Unverified | 0 |
| On Representational Dissociation of Language and Arithmetic in Large Language Models | Feb 17, 2025 | Arithmetic Reasoning | —Unverified | 0 |
| Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding | Feb 17, 2025 | Arithmetic ReasoningChart Understanding | —Unverified | 0 |
| Can LLMs Maintain Fundamental Abilities under KV Cache Compression? | Feb 4, 2025 | Arithmetic ReasoningCode Generation | —Unverified | 0 |
| CLoQ: Enhancing Fine-Tuning of Quantized LLMs via Calibrated LoRA Initialization | Jan 30, 2025 | Arithmetic ReasoningText Generation | —Unverified | 0 |
| SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training | Jan 28, 2025 | Arithmetic ReasoningMemorization | —Unverified | 0 |
| DoTA: Weight-Decomposed Tensor Adaptation for Large Language Models | Dec 30, 2024 | Arithmetic ReasoningQuantization | —Unverified | 0 |
| Towards Intrinsic Self-Correction Enhancement in Monte Carlo Tree Search Boosted Reasoning via Iterative Preference Learning | Dec 23, 2024 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| Why We Build Local Large Language Models: An Observational Analysis from 35 Japanese and Multilingual LLMs | Dec 19, 2024 | Arithmetic ReasoningCode Generation | —Unverified | 0 |
