arXiv Artificial IntelligenceA-Evolve-Training: Autonomous Post-Training of a 30B Model
arXiv:2606.20657v3 Announce Type: replace Abstract: Post-training a frontier model is normally weeks of human…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceSymbolic Informalization: Fluent, Productive, Multilingual
arXiv:2606.16893v2 Announce Type: replace Abstract: Symbolic informalization enables a reliable conversion of…
arXiv Artificial IntelligenceAgentFairBench: Do LLM Agents Discriminate When They Act?
arXiv:2606.16723v2 Announce Type: replace Abstract: Large language model (LLM) agents increasingly take…
arXiv Artificial IntelligenceSubliminal Learning is a LoRA Artifact
arXiv:2606.00831v2 Announce Type: replace Abstract: Subliminal learning is a phenomenon where language models…
arXiv Artificial IntelligenceBetter Later Than Sooner: Neuro-Symbolic Knowledge Graph Construction via Ontology-grounded Post-extraction Correction
arXiv:2605.29168v2 Announce Type: replace Abstract: Question answering (QA) is a core challenge in AI…
arXiv Artificial IntelligenceDiscoverable Agent Knowledge -- A Formal Framework for Agentic KG Affordances (Extended Version)
arXiv:2605.19186v3 Announce Type: replace Abstract: Two decades ago, the Semantic Web Services community was…
arXiv Artificial IntelligenceTRACE: Trajectory Correction from Cross-layer Evidence for Hallucination Reduction
arXiv:2605.18163v2 Announce Type: replace Abstract: Hallucination correction is not a one-direction problem…
arXiv Artificial IntelligenceHypergraph Enterprise Agentic Reasoner over Heterogeneous Business Systems
arXiv:2605.14259v3 Announce Type: replace Abstract: Applying Large Language Models (LLMs) to heterogeneous…
arXiv Artificial IntelligenceEmpowering VLMs for Few-Shot Multimodal Time Series Classification via Tailored Agentic Reasoning
arXiv:2605.09395v3 Announce Type: replace Abstract: In this paper, we propose the first…
arXiv Artificial IntelligenceOptimal Experiments for Partial Causal Effect Identification
arXiv:2605.06993v2 Announce Type: replace Abstract: Causal queries are often only partially identifiable from…
arXiv Artificial IntelligenceA Progressive Training Strategy for Embodied Vision-Language Models to Mitigate Spatio-Temporal Hallucinations
arXiv:2604.10506v2 Announce Type: replace Abstract: Vision-Language Models (VLMs) have made significant…
arXiv Artificial IntelligenceLearning to Focus: CSI-Free Hierarchical MARL for Reconfigurable Reflectors
arXiv:2604.05165v3 Announce Type: replace Abstract: Reconfigurable Intelligent Surfaces (RIS) have the…
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