arXiv Artificial IntelligenceSkillForge: Self-Distilling Agents for Project-Specific Issue Resolution
arXiv:2608.18933v1 Announce Type: cross Abstract: Large language model (LLM) based agents have demonstrated…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceTest-Time Scaling in the Wild: Why Exploitation, Not Exploration, Is the Bottleneck
arXiv:2608.18931v1 Announce Type: cross Abstract: Test-time scaling (TTS) improves language model outputs by…
arXiv Artificial IntelligenceSMTrap: Cost-Effective DoS Attacks Against Large Reasoning Models via SMT Conflict Guidance
arXiv:2608.18921v1 Announce Type: cross Abstract: Existing LRM-DoS methods rely heavily on model feedback to…
arXiv Artificial IntelligenceLearning-State-Aware Dynamic Generative Data Augmentation on Small-Scale Datasets
arXiv:2608.18907v1 Announce Type: cross Abstract: Small-scale image classification is often limited by the…
arXiv Artificial IntelligenceMLREF: Efficient Module Reuse for Reward Design in Reinforcement Learning via Large Language Models
arXiv:2608.18827v1 Announce Type: cross Abstract: Reward function design remains a bottleneck in…
arXiv Artificial IntelligenceUnderstanding Multilingual Medical ASR Adaptation Through Layer-Wise Analysis
arXiv:2608.18825v1 Announce Type: cross Abstract: Medical automatic speech recognition (MedASR) requires…
arXiv Artificial IntelligenceIdentifying Implicit Premises for Logical Reconstruction of Argument Graphs
arXiv:2608.18821v1 Announce Type: cross Abstract: The logical reconstruction of argument graphs from natural…
arXiv Artificial IntelligenceDo Large Language Models Hallucinate Electric Fata Morganas?
arXiv:2608.18816v1 Announce Type: cross Abstract: AI hallucinations - that is, outputs which are made up…
arXiv Artificial IntelligenceA strengthening of the MCFL-ness of $O_2$
arXiv:2608.18813v1 Announce Type: cross Abstract: In the last years, a number of proofs of the fact that…
arXiv Artificial IntelligenceForgetting, plasticity, and co-observation: a third facet of continual learning
arXiv:2608.18803v1 Announce Type: cross Abstract: Efficient continual learning remains a fundamental…
arXiv Artificial IntelligenceSIDScope: A Diagnostic Resource for Semantic-ID Interfaces in Generative Recommendation
arXiv:2608.18779v1 Announce Type: cross Abstract: Semantic-ID mappings are reusable interfaces between item…
arXiv Artificial IntelligenceBeyond Predictive Fairness: Quantifying Attribution Consistency Across Demographic Groups in Diabetic Retinopathy Screening
arXiv:2608.18759v1 Announce Type: cross Abstract: Fairness in medical imaging is commonly evaluated through…
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