arXiv Artificial IntelligenceComparative Approaches to Agent Retrieval over Large Skill Libraries
arXiv:2608.06196v1 Announce Type: new Abstract: Agents backed by large skill libraries must decide which…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceSchema-Guided Hierarchical Information Extraction and Semantic Evaluation Using Generative AI
arXiv:2608.06167v1 Announce Type: new Abstract: We present a schema-based framework for extracting complex…
arXiv Artificial IntelligenceCogVis: Must Open-Vocabulary Change Detection Perceive the Scene Anew for Every Query?
arXiv:2608.06150v1 Announce Type: new Abstract: Earth-surface monitoring requires change detection models…
arXiv Artificial IntelligencePaDoc: Layout-Grounded Parallel Decoding for Document Parsing
arXiv:2608.06146v1 Announce Type: new Abstract: End-to-end document parsers provide a unified interface, but…
arXiv Artificial IntelligenceFinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows
arXiv:2608.06144v1 Announce Type: new Abstract: Most agent benchmarks evaluate tasks independently and cannot…
arXiv Artificial IntelligenceMind the Gaps: Mixture-of-Minds for Human Simulation
arXiv:2608.06115v1 Announce Type: new Abstract: Predicting how a population will answer a new question is a…
arXiv Artificial IntelligenceFrom Siloed Algorithms to Compliance-First Agentic Platforms: A Multi-Layered Architecture for Hospital AI Systems
arXiv:2608.06112v1 Announce Type: new Abstract: Hospitals are rapidly adopting artificial intelligence for…
arXiv Artificial IntelligenceSignal or Spurious Cue? A Randomized Audit of Survey-Country Metadata in LLM Social Inference
arXiv:2608.06085v1 Announce Type: new Abstract: Survey-country metadata can improve an LLM's forecast of an…
arXiv Artificial IntelligenceWhen History Lies: Evaluating and Improving Tool Use under Misleading Multi-Turn Histories
arXiv:2608.06057v1 Announce Type: new Abstract: Tool-calling agents infer task state from accumulated…
arXiv Artificial IntelligenceIntegrating Implicit and Explicit Relational Biases through Graph-Based Multiple Instance Learning: A Case Study in Skin Lesion Diagnosis
arXiv:2608.06037v1 Announce Type: new Abstract: Relational inductive biases are essential for capturing…
arXiv Artificial IntelligenceFrom Economic Agents to Agentic Economies: A Systems Blueprint for Economic World Models
arXiv:2608.06020v1 Announce Type: new Abstract: Economic World Models (EWMs) are generative economic models…
arXiv Artificial IntelligenceHERALD: Counterfactual Audits and Minimal Repairs for Proof-of-Retrieval Rewards
arXiv:2608.06012v1 Announce Type: new Abstract: Search-agent rewards mix answer quality, citation grounding…
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