arXiv Artificial IntelligencePak3H: Evaluating the Cost of Cultural Mismatch in LLM Alignment with a Human-Contextualized Urdu Benchmark
arXiv:2608.30065v1 Announce Type: cross Abstract: Large language models (LLMs) demonstrate strong…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceForget or Fine-tune? A Comparative Study of Machine Unlearning Strategies for Noisy Label Correction
arXiv:2608.30046v1 Announce Type: cross Abstract: Noisy labels remain a critical challenge for training deep…
arXiv Artificial IntelligenceReachability-Based Capability Confinement for LLM Agents under Indirect Prompt Injection
arXiv:2608.30041v1 Announce Type: cross Abstract: Large language model agents place outputs from external…
arXiv Artificial Intelligence"Act Like a 5th Grader" is Not Enough: Bounding Knowledge in LLM-Based User Simulators
arXiv:2608.30033v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly used to…
arXiv Artificial IntelligenceTEMPO: Temporally-grounded Multi-task Post-training for Large Audio-Language Models
arXiv:2608.29999v1 Announce Type: cross Abstract: Large audio-language models (LALMs) describe audio at the…
arXiv Artificial IntelligencePartition-Aware Unlearning for Removing Spurious Correlations in Large Vision-Language Models
arXiv:2608.29996v1 Announce Type: cross Abstract: Large Vision-Language Models (LVLMs) achieve strong…
arXiv Artificial IntelligenceGenerating Clinical Vignettes that Preserve Cognitive Formulations
arXiv:2608.29995v1 Announce Type: cross Abstract: Large language models can generate fluent clinical case…
arXiv Artificial IntelligenceBeyond Fluency: A Rubric-Based Benchmark for Evaluating Saudi Dialect and Cultural Competence in Large Language Models
arXiv:2608.29990v1 Announce Type: cross Abstract: Large language models are increasingly deployed in…
arXiv Artificial IntelligenceTraining-Free Action Correction for VLA Model Failures via Language Feedback
arXiv:2608.29967v1 Announce Type: cross Abstract: Vision-Language-Action (VLA) models demonstrate strong…
arXiv Artificial IntelligenceThe Policy Deficit in AI x Social-Emotional Learning Research
arXiv:2608.29950v1 Announce Type: cross Abstract: As artificial intelligence (AI) is increasingly integrated…
arXiv Artificial IntelligenceInfluence Is Not Authority: When Causal Guardrail Signals Make Legitimate Tool Use Look Like an Attack in Tool-Using LLM Agents
arXiv:2608.29942v1 Announce Type: cross Abstract: The key limitation of current state-of-the-art…
arXiv Artificial IntelligenceHallucination Mitigation for Large Vision-Language Models via Implicit Feature Stabilization
arXiv:2608.29924v1 Announce Type: cross Abstract: Large Vision-Language Models (LVLMs) are prone to…
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