arXiv Artificial IntelligenceSelective Regenerative Decoding: Trajectory-Level Intervention for Inference-Time Reasoning
arXiv:2608.24338v1 Announce Type: new Abstract: Inference-time decoding methods improve LLM reasoning by…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceSonarLLM: A Native Sonar--Optical Multimodal Large Language Model for Underwater Perception
arXiv:2608.24325v1 Announce Type: new Abstract: Reliable underwater perception requires complementary sensing…
arXiv Artificial IntelligenceCan a Dynamic Internal Field Govern a Transformer's Cognition? Certifiability, not Superiority, in Homeostatic Compute Control
arXiv:2608.24319v1 Announce Type: new Abstract: An intelligent system does not merely reason: it governs its…
arXiv Artificial IntelligenceBenchmarking LLM Judges for Voice-Agent Evaluation: Reliability, Calibration, and Human Oversight
arXiv:2608.24314v1 Announce Type: new Abstract: Evaluating conversational voice agents at scale re- quires…
arXiv Artificial IntelligenceOPDSearch+: On-Policy Distillation with RL Refinement for Search-Augmented Reasoning
arXiv:2608.24310v1 Announce Type: new Abstract: Search-augmented reasoning remains difficult for small…
arXiv Artificial IntelligenceReproAgent: Contract-Guided Paper-to-Code Reproduction
arXiv:2608.24291v1 Announce Type: new Abstract: Paper-to-code reproduction asks scientific AI agents to turn…
arXiv Artificial IntelligenceEating for a Sustainable Planet: Personalized Sustainable Diet Recommendation via Constraint-Aware Decision-Making Modeling
arXiv:2608.24274v1 Announce Type: new Abstract: A sustainable diet represents a multi-dimensional synergy…
arXiv Artificial IntelligenceMatched Excess-Outranker Regularization for Candidate-Set Interference in Continual Knowledge Graph Embedding
arXiv:2608.24273v2 Announce Type: new Abstract: Continual knowledge graph embedding updates entity and…
arXiv Artificial IntelligenceReal-World Knowledge-Guided Change Data Synthesis for Remote Sensing
arXiv:2608.24263v1 Announce Type: new Abstract: Change data synthesis provides a cost-effective solution for…
arXiv Artificial IntelligenceBeyond Accuracy: A Dual-Judge Evaluation Protocol for Vision-Language Models in Legally Grounded Tasks
arXiv:2608.24258v1 Announce Type: new Abstract: AI systems are increasingly evaluated for legally accountable…
arXiv Artificial IntelligenceSA-Bench: Evaluating Semantic Alignment in LLM-Based Paper Reproduction
arXiv:2608.24252v1 Announce Type: new Abstract: LLM agents can generate paper reproduction code, yet often…
arXiv Artificial IntelligenceSTRIVE: Multi-Agent Structured Temporal Reasoning with Integrated Verification for Longitudinal Radiology Report Generation
arXiv:2608.24237v1 Announce Type: new Abstract: Longitudinal radiology report generation (LRRG) requires…
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