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| Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts | Feb 12, 2024 | Continual PretrainingGSM8K | CodeCode Available | 2 |
| The Unreasonable Effectiveness of Eccentric Automatic Prompts | Feb 9, 2024 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning | Feb 9, 2024 | Data AugmentationGSM8K | CodeCode Available | 4 |
| In-Context Principle Learning from Mistakes | Feb 8, 2024 | GSM8KIn-Context Learning | CodeCode Available | 0 |
| Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning | Feb 8, 2024 | GSM8Kreinforcement-learning | CodeCode Available | 2 |
| RevOrder: A Novel Method for Enhanced Arithmetic in Language Models | Feb 6, 2024 | GSM8KMath | —Unverified | 0 |
| Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision | Feb 5, 2024 | GSM8KMath | —Unverified | 0 |
| YODA: Teacher-Student Progressive Learning for Language Models | Jan 28, 2024 | GSM8KMath | —Unverified | 0 |
| SuperCLUE-Math6: Graded Multi-Step Math Reasoning Benchmark for LLMs in Chinese | Jan 22, 2024 | DiversityGSM8K | CodeCode Available | 2 |
