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…
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arXiv Artificial IntelligencearXiv 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…
arXiv Artificial IntelligenceSPARK: Skeleton-Guided Reasoning Synthesis from Large-Scale Scientific Literature
arXiv:2608.30214v1 Announce Type: new Abstract: Scientific reasoning remains challenging for open-source…
arXiv Artificial IntelligenceFaVOR: LLM-Based Agentic Framework for Factor Mining via Empirical Validation
arXiv:2608.30192v1 Announce Type: new Abstract: Traditional finance relies on experts to hand-craft factors…
arXiv Artificial IntelligenceA.X K2 Technical Report
arXiv:2608.30181v1 Announce Type: new Abstract: We introduce A.X K2, a 688B-parameter Mixture-of-Experts…
arXiv Artificial IntelligenceVERA: Authority-Preserving Edge Revocation for Federated AI-Agent Workflows
arXiv:2608.30091v1 Announce Type: new Abstract: Modern agent frameworks compose planners, tool agents, remote…
arXiv Artificial IntelligenceGame-Agnostic Value Functions through Automatic JSON Feature Extraction
arXiv:2608.30056v1 Announce Type: new Abstract: JSON Bag-of-Tokens (JSON-Bag) is a recently proposed method…
arXiv Artificial IntelligenceMitigating Over-Optimization in PRM-Guided Search in Mathematical Reasoning by Optimizing the Guide
arXiv:2608.30051v1 Announce Type: new Abstract: Process reward models (PRMs) provide dense step-level…
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