mathematical reasoning

Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play ACL 2026 Student Guides Teacher: Weak-to-Strong Inference via Spectral Orthogonal Exploration ACL 2026 SymCode: A Neurosymbolic Approach to Mathematical Reasoning via Verifiable Code Generation EACL 2026 TableMix: Enhancing Multimodal Table Reasoning in MLLMs from a Data-Centric Perspective CVPR 2026 Tailored Primitive Initialization is the Secret Key to Reinforcement Learning ACL 2026 TAPO: Dynamic Teacher and Perturbed Answer Injection for Policy Optimization AAAI 2026 TARE: Lightweight Token-Aware Representation Editing for Fine-tuning Transformer-like Models ACL 2026 Template-Theorems Graph Construction to Enhance Mathematical Reasoning Capabilities of LLM AAAI 2026 Test-time Diverse Reasoning by Riemannian Activation Steering AAAI 2026 The Curse of Verbalization: How Presentation Order Constrains LLM Reasoning EACL 2026 Thinking with Reasoning Skills: Fewer Tokens, More Accuracy ACL 2026 Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via sequence-level likelihood ACL 2026 Towards Effective Code-Integrated Reasoning AAAI 2026 Uncertainty-Based Methods for Automated Process Reward Data Construction and Output Aggregation in Mathematical Reasoning AAAI 2026 UR2 : Unify RAG and Reasoning through Reinforcement Learning ACL 2026 ViRC: Enhancing Visual Interleaved Mathematical CoT with Reason Chunking CVPR 2026 What If Consensus Lies? Selective-Complementary Reinforcement Learning at Test Time ACL 2026 What Makes a Good Curriculum? Disentangling the Effects of Data Ordering on LLM Mathematical Reasoning ACL 2026 AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025 A Compact Model for Mathematics Problem Representations Distilled from BERT AAAI 2025 A Dataset of Ancient Chinese Math Word Problems and an Application for Research in Historic Mathematics NAACL 2025 Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages ICLR 2025 An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025 An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning ACL 2025 An in-depth human study of the mathematical reasoning abilities in Large Language Models EMNLP 2025