arXiv Artificial IntelligenceCo-Evolving Structured Knowledge and Reasoning in Language Models
arXiv:2608.26386v2 Announce Type: replace-cross Abstract: Retrieval-augmented methods improve factual…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceWhen the Canonical Completion Is Wrong: Formalizing and Measuring the Jump in Large Language Models
arXiv:2608.26187v2 Announce Type: replace-cross Abstract: Whether large language models (LLMs) can perform…
arXiv Artificial IntelligenceLLMs Can Design Near-Optimal OR Algorithms
arXiv:2608.27296v2 Announce Type: replace Abstract: We ask whether large language models (LLMs) can design…
arXiv Artificial IntelligenceTangramPuzzle: Evaluating Multimodal Large Language Models with Compositional Spatial Reasoning
arXiv:2601.16520v3 Announce Type: replace-cross Abstract: Multimodal Large Language Models (MLLMs) have…
arXiv Artificial IntelligenceTopology-Guided Modular Actor-Critic Learning for Continuous Systems under Temporal Objectives
arXiv:2304.10041v4 Announce Type: replace Abstract: We study formal policy synthesis for continuous-state…
arXiv Artificial IntelligenceOn-policy Distillation with Verifiable Reward
arXiv:2608.24696v3 Announce Type: replace-cross Abstract: Reinforcement Learning with Verifiable Rewards…
arXiv Artificial IntelligenceWhen Do Supervised UQ Ensembles Improve LLM Hallucination Detection? A Robustness Study
arXiv:2608.24492v2 Announce Type: replace-cross Abstract: Uncertainty quantification (UQ) methods are widely…
arXiv Artificial IntelligenceIterCAD: Iterative Program Repair for CAD Code Generation from Orthographic Views
arXiv:2608.24020v2 Announce Type: replace-cross Abstract: Generating executable parametric CAD code from…
arXiv Artificial IntelligenceA Behavior-Guided Online Probabilistic Forecasting Method for Electric vehicle Charging Loads
arXiv:2608.24441v2 Announce Type: replace Abstract: Electric vehicle (EV) charging loads exhibit strong…
arXiv Artificial IntelligenceAI Agents Push Humans Out of the Loop
arXiv:2608.23642v3 Announce Type: replace Abstract: AI agents pose significant risks as they are granted…
arXiv Artificial IntelligenceFinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness
arXiv:2606.17642v4 Announce Type: replace Abstract: Financial multimodal reasoning requires agents to…
arXiv Artificial IntelligenceHow Small Can You Go? LoRA Fine-Tuning 270M-8B Models for Merchant Information Extraction in Financial Transactions
arXiv:2606.08051v4 Announce Type: replace Abstract: Merchant information extraction turns noisy financial…
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