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| What Do Learning Dynamics Reveal About Generalization in LLM Reasoning? | Nov 12, 2024 | GSM8KMath | CodeCode Available | 1 |
| Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations | Nov 12, 2024 | MathRetrieval | CodeCode Available | 1 |
| UTMath: Math Evaluation with Unit Test via Reasoning-to-Coding Thoughts | Nov 11, 2024 | Code GenerationGSM8K | CodeCode Available | 1 |
| Aioli: A Unified Optimization Framework for Language Model Data Mixing | Nov 8, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language Models | Nov 4, 2024 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
| Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency | Oct 28, 2024 | Math | CodeCode Available | 1 |
| Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics | Oct 28, 2024 | Arithmetic ReasoningMath | CodeCode Available | 1 |
| Non-myopic Generation of Language Models for Reasoning and Planning | Oct 22, 2024 | Computational EfficiencyLanguage Modelling | CodeCode Available | 1 |
| Math Neurosurgery: Isolating Language Models' Math Reasoning Abilities Using Only Forward Passes | Oct 22, 2024 | GSM8KLanguage Modeling | CodeCode Available | 1 |
