arXiv Artificial IntelligenceWhen the API Speaks the Wrong Language: Revisiting Post-Training for Multilingual Tool Use
arXiv:2608.11715v1 Announce Type: cross Abstract: The reliability of Large Language Models (LLMs) for API…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceHigh-dimensional Multi-objective Bayesian Optimization with Learned Variable Interactions
arXiv:2608.11713v1 Announce Type: cross Abstract: Multi-objective Bayesian optimization (MOBO) is effective…
arXiv Artificial IntelligenceRobust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing
arXiv:2608.11704v1 Announce Type: cross Abstract: Dynamic Time Warping (DTW)-based Nearest-Neighbor (NN)…
arXiv Artificial IntelligenceConsolidator: Learning Persistent Routed Memory Across Context Boundaries
arXiv:2608.11701v1 Announce Type: cross Abstract: Copying short-term memory (STM) into a slower store can…
arXiv Artificial IntelligenceThe Wording Effect: Quantifying Two-Way Drift in LLM Benchmark Performance
arXiv:2608.11694v1 Announce Type: cross Abstract: A benchmark score comes from a single phrasing of each…
arXiv Artificial IntelligenceAPEX: Adaptive Expert Prefetching for Memory-Efficient Edge MoE Inference
arXiv:2608.11688v1 Announce Type: cross Abstract: Mixture-of-Experts (MoE) models are attractive for edge…
arXiv Artificial IntelligenceLearning from Multimodal Pseudo-Labels for Robust Open-Vocabulary Instance and Panoptic Segmentation
arXiv:2608.11681v1 Announce Type: cross Abstract: This work addresses the challenge of open-vocabulary…
arXiv Artificial IntelligenceGCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs
arXiv:2608.11674v1 Announce Type: cross Abstract: On-policy rollout methods such as GRPO are central to…
arXiv Artificial IntelligenceRubric Dropout: A Simple Way to Mitigate Reward Hacking in Rubric-as-Reward RL
arXiv:2608.11669v1 Announce Type: cross Abstract: Reinforcement learning against rubrics, lists of criteria…
arXiv Artificial IntelligenceLow-Interaction-Rank Learning: Unifying Multiplicative Dual-Encoder Heads
arXiv:2608.11661v1 Announce Type: cross Abstract: A multiplicative dual-encoder network computes a…
arXiv Artificial IntelligenceHybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing
arXiv:2608.11660v1 Announce Type: cross Abstract: Large language models (LLMs) achieve remarkable performance…
arXiv Artificial IntelligenceIs Per-Agent Policy Composition Safe? Rethinking Successor-Feature Transfer in Cooperative Multi-Agent Reinforcement Learning
arXiv:2608.11658v1 Announce Type: cross Abstract: Many reinforcement learning systems, from fleet management…
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