KGCQual: An Interpretable Framework for Evaluating the Knowledge Graph Construction Quali…
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Noticias de IA
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GRATE: Temporal Extensions for Inductive KG Foundation Models via Gated Rotary Attention
UNIT: Unleash Large Language Models Potential for Graph Continual Learning
IdeaTrail: Full-Process Agent Trajectories for Scientific Ideation
Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries
Looped State-Space Language Models with Adaptive Exit-State Selection
MAG: A Web-Agent Benchmark and Harness for Multimodal Action and Guide Generation
From ambiguous utterances to governed reuse classes: canonicalization, quotient invarianc…
AgentAbstain: Do LLM Agents Know When Not to Act?
A Symbolic Neural CPU for Quantization-Simulated Writeback and Interpretable Program Exec…
TopoExplore: Topological Discrimination for Archive-Based Exploration
Exploring Agentic Workflows for Generating High Quality Math Visual Aids
Agentic Context Learning with Self-Discovered Specification
PHITSBench: an execution-scored benchmark for AI-assisted PHITS radiation-transport input…
From World Action Models to Embodied Brains: A Roadmap for Open-World Physical Intelligen…
EvoCUA-1.5: Online Reinforcement Learning for Multi-turn Computer-Use Agents
Verification of Adaptive Agentic Controllers through Finite Rule Revision
Norm Enforcement for AI Agents: Robustly Shaping Behavior in Multi-Agent Systems
BatteryLake: Agentic, Physics-Grounded Curation of Heterogeneous Battery Aging Data and B…
Task-Conditioned Synthetic Data Generation for Improving Machine Learning Performance in …
A Dynamic Scene Interaction Reasoning Framework for Scene-level Lane-Change Intention and…
Coresets Before Score Sets: Evaluation-Unsupervised Prompt Subset Selection for LLM Bench…
AGM-like Paraconsistent Partial Meet Abductive Expansion Operation
Feedback-Coupled Memory Systems in Continuous Time
Closed-Loop Control with Rule-Aligned Small Language Models and Multi-Agent Self-Correcti…
YUKTI: From Natural-Language Situations to Robust, Verifiable Decisions An Uncertainty-Ty…
Boltzmann MapReduce: A Partition-Function Reduce for Forkable Sandboxes
Faithful, Not Corrective: Message-Format Effects in Multi-Hop Agent Relays Are Tier-Depen…
Format Sensitivity Index: Token-Controlled Prompt Wrapper Robustness and Schema Complianc…
Agent Hacks Agent: Autoresearch for Production-Agent Red-Teaming