| Omni-DPO: A Dual-Perspective Paradigm for Dynamic Preference Learning of LLMs | Jun 11, 2025 | Mathematical Reasoning | CodeCode Available | 0 | 5 |
| NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models | Jun 5, 2024 | MathMathematical Reasoning | CodeCode Available | 0 | 5 |
| NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors | Jun 12, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS | Nov 27, 2024 | In-Context LearningMath | CodeCode Available | 0 | 5 |
| Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning | Oct 16, 2024 | AllGSM8K | CodeCode Available | 0 | 5 |
| Discriminative Policy Optimization for Token-Level Reward Models | May 29, 2025 | GSM8KLanguage Modeling | CodeCode Available | 0 | 5 |
| Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning | Jun 12, 2025 | Instruction FollowingMathematical Reasoning | CodeCode Available | 0 | 5 |
| MultiLingPoT: Enhancing Mathematical Reasoning with Multilingual Program Fine-tuning | Dec 17, 2024 | Mathematical Reasoning | CodeCode Available | 0 | 5 |
| KVTuner: Sensitivity-Aware Layer-wise Mixed Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference | Feb 6, 2025 | Mathematical ReasoningQuantization | CodeCode Available | 0 | 5 |
| Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence | Mar 26, 2025 | Mathematical Reasoning | CodeCode Available | 0 | 5 |
| Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English | Dec 24, 2024 | Mathematical Reasoning | CodeCode Available | 0 | 5 |
| MoD: A Distribution-Based Approach for Merging Large Language Models | Nov 1, 2024 | Mathematical Reasoning | CodeCode Available | 0 | 5 |
| MMATH: A Multilingual Benchmark for Mathematical Reasoning | May 25, 2025 | MathMathematical Reasoning | CodeCode Available | 0 | 5 |
| MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO | May 19, 2025 | DecoderImage Generation | CodeCode Available | 0 | 5 |
| Compositional Generalization with Tree Stack Memory Units | Nov 5, 2019 | Mathematical ReasoningZero-shot Generalization | CodeCode Available | 0 | 5 |
| Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration | Dec 22, 2024 | Decision MakingMachine Translation | CodeCode Available | 0 | 5 |
| Math Word Problem Solving by Generating Linguistic Variants of Problem Statements | Jun 24, 2023 | DecoderIngenuity | CodeCode Available | 0 | 5 |
| Benchmarking Large Language Models for Math Reasoning Tasks | Aug 20, 2024 | BenchmarkingIn-Context Learning | CodeCode Available | 0 | 5 |
| Decomposing Elements of Problem Solving: What "Math" Does RL Teach? | May 28, 2025 | MathMathematical Problem-Solving | CodeCode Available | 0 | 5 |
| MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning | Feb 27, 2024 | 8kLanguage Modeling | CodeCode Available | 0 | 5 |
| Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation | Jul 2, 2024 | Code GenerationForm | CodeCode Available | 0 | 5 |
| Instructing Large Language Models to Identify and Ignore Irrelevant Conditions | Mar 19, 2024 | MathMathematical Reasoning | CodeCode Available | 0 | 5 |
| Large Language Models for Mathematical Analysis | Dec 28, 2024 | Mathematical Problem-SolvingMathematical Reasoning | CodeCode Available | 0 | 5 |
| An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning | Mar 4, 2025 | Mathematical Reasoning | CodeCode Available | 0 | 5 |
| MathScale: Scaling Instruction Tuning for Mathematical Reasoning | Mar 5, 2024 | GSM8KMath | CodeCode Available | 0 | 5 |
