arXiv Artificial IntelligenceFrom Metaheuristics to Exact Methods: A CP-SAT Approach for Multi-Objective Healthcare Workforce Scheduling
arXiv:2608.30419v1 Announce Type: new Abstract: Healthcare workforce scheduling is an NP-hard optimization…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceDERELAB: Probing Defeasible Reasoning and Confirmation Bias in LLMs with a Generative Benchmark
arXiv:2608.30413v1 Announce Type: new Abstract: Defeasible reasoning is a type of reasoning where inferences…
arXiv Artificial IntelligenceDense Clinical Contrasts Enhance Medical Knowledge Updating in Large Language Models
arXiv:2608.30405v1 Announce Type: new Abstract: Medical knowledge changes continually, making large language…
arXiv Artificial IntelligenceScaffolding Foundation Models into Physical-World Agents Pushes the Frontier of Long-Horizon Navigation
arXiv:2608.30396v1 Announce Type: new Abstract: Long-horizon physical-world agents must reason over distant…
arXiv Artificial IntelligenceAugmenting Human Performance with an XR Agent Learning from Online Behavior and BCI Evidence
arXiv:2608.30369v1 Announce Type: new Abstract: We present OLIVE, a framework for adapting a foundation model…
arXiv Artificial IntelligenceCo-Annotator: Expert-Distilled ViT and VLM for Visual and Documentation Guidance in Age-Related Macular Degeneration
arXiv:2608.30352v1 Announce Type: new Abstract: Clinical AI often optimizes predictive performance without…
arXiv Artificial IntelligenceAnswer Probing-Guided Search for Diverse Solution Exploration of LLMs
arXiv:2608.30345v1 Announce Type: new Abstract: Generating multiple diverse and high-quality solutions is…
arXiv Artificial IntelligenceIgnorance or Incompetence? Constructing Knowledge-Gated, Verifiable Tasks for LLM Agents
arXiv:2608.30322v1 Announce Type: new Abstract: Professional agent tasks often depend on conventions that are…
arXiv Artificial IntelligenceGenerating Workflow DAGs from Natural Language with Non-Reasoning LLMs
arXiv:2608.30250v1 Announce Type: new Abstract: This paper addresses the problem of translating…
arXiv Artificial IntelligenceLLM-Based Knowledge Graph Completion Combining Discrete Structural Coding with Similar Entity Information
arXiv:2608.30235v1 Announce Type: new Abstract: Knowledge graph completion requires models to use both…
arXiv Artificial IntelligenceCoLa-ICD: A Knowledge-Enhanced Framework for Long-Tail Automated Medical Coding
arXiv:2608.30234v1 Announce Type: new Abstract: Automatic medical coding assigns ICD codes to clinical notes…
arXiv Artificial IntelligenceLaMoC: Loss-Aware Modular Compression for LLMs
arXiv:2608.30226v1 Announce Type: new Abstract: Modular compression has enabled considerable parameter…
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