| Entropy-Based Adaptive Weighting for Self-Training | Mar 31, 2025 | GSM8KMath | CodeCode Available | 1 | 5 |
| Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping | Feb 16, 2025 | Code GenerationInstruction Following | CodeCode Available | 1 | 5 |
| Language Models Encode the Value of Numbers Linearly | Jan 8, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning | Jan 27, 2023 | Few-Shot LearningGSM8K | CodeCode Available | 1 | 5 |
| Eliminating Position Bias of Language Models: A Mechanistic Approach | Jul 1, 2024 | Mathobject-detection | CodeCode Available | 1 | 5 |
| Large Language Models Can Be Easily Distracted by Irrelevant Context | Jan 31, 2023 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 1 | 5 |
| Large (Vision) Language Models are Unsupervised In-Context Learners | Apr 3, 2025 | GSM8KIn-Context Learning | CodeCode Available | 1 | 5 |
| Discovering Mathematical Objects of Interest -- A Study of Mathematical Notations | Feb 7, 2020 | Information RetrievalMath | CodeCode Available | 1 | 5 |
| Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning | Jan 19, 2024 | GSM8KMath | CodeCode Available | 1 | 5 |
| Efficient Reasoning for LLMs through Speculative Chain-of-Thought | Apr 27, 2025 | GSM8KMath | CodeCode Available | 1 | 5 |
