conftrace_

mathematical reasoning

459 papers

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Co-occurring keywords · papers mentioning both

large language model (229) reinforcement learning (47) chain-of-thought reasoning (47) benchmark evaluation (37) language model (30) chain of thought (25) code generation (21) multimodal learning (20) chain-of-thought prompting (19) math word problem (19)

Papers

AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin ACL 2026 Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning (Student Abstract) AAAI 2026 AgentCoMa: A Compositional Benchmark Mixing Commonsense and Mathematical Reasoning in Real-World Scenarios ACL 2026 A Survey of Deep Learning for Geometry Problem Solving ACL 2026 Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions AAAI 2026 Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning EACL 2026 Beyond Accuracy: Alignment and Error Detection across Languages in the Bi-GSM8K Math-Teaching Benchmark EACL 2026 Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models ACL 2026 Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs ACL 2026 Beyond Layer-Wise Merging: Chain-of-Merging for Vision-Language Models CVPR 2026 Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration AAAI 2026 Bias-Restrained Prefix Representation Finetuning for Mathematical Reasoning AAAI 2026 Calibration-Aware Policy Optimization for Reasoning LLMs ACL 2026 CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge AAAI 2026 CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning ACL 2026 CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution ACL 2026 CURE: Critique-Driven Unified Reinforcement Learning for Test-Time Self-Improvement ACL 2026 Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards ACL 2026 DisCal: Distribution-Aware Calibration for Mathematical Reasoning Under Character-Level Noisy Inputs ACL 2026 Efficient Process Reward Modeling via Contrastive Mutual Information ACL 2026 EquivPruner: Boosting Efficiency and Quality in LLM-Based Search via Action Pruning ACL 2026 Explain with Visual Keypoints Like a Real Mentor! A Benchmark for Multimodal Solution Explanation AAAI 2026 Figure It Out: Improve the Frontier of Reasoning with Executable Visual States ACL 2026 FLAIR: Steering LLM Mathematical Problem Solving based on A Fuzzy-Logic-AssIsted Reasoner ACL 2026 Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs ACL 2026