arXiv Artificial IntelligenceLifeAgentBench: Benchmarking LLMs for Long-Horizon, Cross-Dimensional Lifestyle Health Reasoning
arXiv:2601.13880v2 Announce Type: replace Abstract: Personalized lifestyle health analysis requires…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceMulti-Agent LLM Orchestration Achieves Deterministic, High-Quality Decision Support for Incident Response
arXiv:2511.15755v3 Announce Type: replace Abstract: Large language models (LLMs) promise to accelerate…
arXiv Artificial IntelligenceKGFR: A Foundation Retriever for Generalized Knowledge Graph Question Answering
arXiv:2511.04093v2 Announce Type: replace Abstract: Large language models (LLMs) excel at reasoning but…
arXiv Artificial IntelligenceHugAgent: A Human Simulation Benchmark for Individual-Level Reasoning
arXiv:2510.15144v4 Announce Type: replace Abstract: Simulating human reasoning in open-ended tasks has long…
arXiv Artificial IntelligenceCompositional Machine Design as Program Synthesis with LLMs
arXiv:2510.14980v3 Announce Type: replace Abstract: Large language models (LLMs) have shown strong abilities…
arXiv Artificial IntelligenceUncovering the Computational Ingredients of Human-Like Representations in LLMs
arXiv:2510.01030v2 Announce Type: replace Abstract: The human ability to translate diverse perceptual and…
arXiv Artificial IntelligenceGeoGR^2:Zero-Shot Geospatial Inference via Geostatistically-Guided Iterative Refinement with LLMs
arXiv:2508.04080v2 Announce Type: replace Abstract: Standard large language model prompting treats geospatial…
arXiv Artificial IntelligenceViPlan: A Benchmark for Visual Planning with Symbolic Predicates and Vision-Language Models
arXiv:2505.13180v3 Announce Type: replace Abstract: Integrating Large Language Models with symbolic planners…
arXiv Artificial IntelligenceEfficient SWE Agent Benchmarking via Trajectory-Aware Evaluation
arXiv:2609.01603v1 Announce Type: cross Abstract: Evaluating software engineering agents on realistic…
arXiv Artificial IntelligenceAdaptive Critical Token-Aware Retrieval for Repository-Level Code Generation
arXiv:2609.01601v1 Announce Type: cross Abstract: The repository-level code generation task requires…
arXiv Artificial IntelligenceCordisBench: Can Language Models Reason About Component Lifecycles in Dynamic Agent Harnesses?
arXiv:2609.01600v1 Announce Type: cross Abstract: Dynamic agent harnesses let language models change the…
arXiv Artificial IntelligenceThe Rise of Verbal Reinforcement Learning
arXiv:2609.01597v1 Announce Type: cross Abstract: Natural language is emerging as a primary feedback channel…
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