| Enumerate-Conjecture-Prove: Formally Solving Answer-Construction Problems in Math Competitions | May 24, 2025 | Automated Theorem ProvingMath | CodeCode Available | 0 | 5 |
| Pre-Calc: Learning to Use the Calculator Improves Numeracy in Language Models | Apr 22, 2024 | DecoderMathematical Reasoning | CodeCode Available | 0 | 5 |
| Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark | Oct 6, 2024 | Mathematical ReasoningSpatial Reasoning | CodeCode Available | 0 | 5 |
| Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models | Apr 17, 2024 | FormLanguage Model Evaluation | CodeCode Available | 0 | 5 |
| Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement | Feb 18, 2024 | Mathematical ReasoningText Generation | CodeCode Available | 0 | 5 |
| Bridging the Reasoning Gap: Small LLMs Can Plan with Generalised Strategies | Jan 31, 2025 | Mathematical Reasoning | CodeCode Available | 0 | 5 |
| Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic | Nov 3, 2022 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 0 | 5 |
| Agentic-R1: Distilled Dual-Strategy Reasoning | Jul 8, 2025 | Mathematical Reasoning | CodeCode Available | 0 | 5 |
| Brain-Inspired Two-Stage Approach: Enhancing Mathematical Reasoning by Imitating Human Thought Processes | Feb 23, 2024 | MathMathematical Reasoning | CodeCode Available | 0 | 5 |
| Omni-DPO: A Dual-Perspective Paradigm for Dynamic Preference Learning of LLMs | Jun 11, 2025 | Mathematical Reasoning | CodeCode Available | 0 | 5 |
| Planning and Editing What You Retrieve for Enhanced Tool Learning | Mar 30, 2024 | Mathematical ReasoningRetrieval | CodeCode Available | 0 | 5 |
| Position: AI Evaluation Should Learn from How We Test Humans | Jun 18, 2023 | Mathematical ReasoningPosition | CodeCode Available | 0 | 5 |
| OmniRouter: Budget and Performance Controllable Multi-LLM Routing | Feb 27, 2025 | AI AgentMathematical Reasoning | CodeCode Available | 0 | 5 |
| Blank Collapse: Compressing CTC emission for the faster decoding | Oct 31, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | 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 the Last Answer: Your Reasoning Trace Uncovers More than You Think | Apr 29, 2025 | Mathematical Reasoning | 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 |
| MultiLingPoT: Enhancing Mathematical Reasoning with Multilingual Program Fine-tuning | Dec 17, 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 |
| DOP: Diagnostic-Oriented Prompting for Large Language Models in Mathematical Correction | May 20, 2024 | DiagnosticMath | CodeCode Available | 0 | 5 |
| Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English | Dec 24, 2024 | Mathematical Reasoning | 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 |
| Scaling Reasoning can Improve Factuality in Large Language Models | May 16, 2025 | Knowledge GraphsLarge Language Model | CodeCode Available | 0 | 5 |
| Do LLM Evaluators Prefer Themselves for a Reason? | Apr 4, 2025 | BenchmarkingCode Generation | 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 |
