mathematical reasoning

ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025 Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems AAAI 2025 A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges ACL 2025 Augmenting Math Word Problems via Iterative Question Composing AAAI 2025 Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions EMNLP 2025 Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency COLING 2025 Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts ACL 2025 BackMATH: Towards Backward Reasoning for Solving Math Problems Step by Step COLING 2025 BanglaMATH : A Bangla benchmark dataset for testing LLM mathematical reasoning at grades 6, 7, and 8 EMNLP 2025 Better Process Supervision with Bi-directional Rewarding Signals ACL 2025 BloomWise: Enhancing Problem-Solving capabilities of Large Language Models using Bloom’s-Taxonomy-Inspired Prompts EMNLP 2025 Boosting MLLM Reasoning with Text-Debiased Hint-GRPO ICCV 2025 B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners ICLR 2025 Building Math Agents with Multi-Turn Iterative Preference Learning ICLR 2025 Can Large Language Models Win the International Mathematical Games? EMNLP 2025 Can Large Models Teach Student Models to Solve Mathematical Problems Like Human Beings? A Reasoning Distillation Method via Multi-LoRA Interaction IJCAI 2025 Can Vision-Language Models Evaluate Handwritten Math? ACL 2025 Can Vision-Language Models Solve Visual Math Equations? EMNLP 2025 Can You Trick the Grader? Adversarial Persuasion of LLM Judges EMNLP 2025 CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs EMNLP 2025 CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory ACL 2025 CER: Confidence Enhanced Reasoning in LLMs ACL 2025 Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective ACL 2025 CHECK-MAT: Probing the Mathematical Reasoning and Rubric-Alignment of Vision-Language Models on Handwritten Solutions EMNLP 2025 ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations ACL 2025