arXiv Artificial IntelligenceKascade: A Practical Sparse Attention Method for Long-Context LLM Inference
arXiv:2512.16391v2 Announce Type: replace-cross Abstract: Attention is the dominant source of latency during…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceSGM: Safety Glasses for Multimodal Large Language Models via Neuron-Level Detoxification
arXiv:2512.15052v4 Announce Type: replace-cross Abstract: Disclaimer: Samples in this paper may be harmful…
arXiv Artificial IntelligenceLatency-Response Theory Model: Evaluating Large Language Models via Response Accuracy and Chain-of-Thought Length
arXiv:2512.07019v4 Announce Type: replace-cross Abstract: The proliferation of Large Language Models (LLMs)…
arXiv Artificial IntelligenceBetter World Models Can Lead to Better Post-Training Performance
arXiv:2512.03400v2 Announce Type: replace-cross Abstract: We study how explicit world-modeling objectives…
arXiv Artificial IntelligenceScalePRM: Training Process Reward Models by Scaling Verification Compute Without Ground Truth
arXiv:2512.03244v2 Announce Type: replace-cross Abstract: Training process reward models (PRMs) requires…
arXiv Artificial IntelligenceCoFiRec: Coarse-to-Fine Tokenization for Generative Recommendation
arXiv:2511.22707v2 Announce Type: replace-cross Abstract: In web environments, user preferences are often…
arXiv Artificial IntelligenceWaymoQA: A Multi-View Visual Question Answering Dataset for Safety-Critical Reasoning in Autonomous Driving
arXiv:2511.20022v3 Announce Type: replace-cross Abstract: Recent advancements in multimodal large language…
arXiv Artificial IntelligenceOn the Optimality of Kinship Naming: an Information-theoretic Approach
arXiv:2511.19120v2 Announce Type: replace-cross Abstract: The structure of naming systems in natural…
arXiv Artificial IntelligenceLook It Up: Analysing Internal Web Search Capabilities of Modern LLMs
arXiv:2511.18931v2 Announce Type: replace-cross Abstract: Modern large language models increasingly integrate…
arXiv Artificial IntelligenceMedVision: Benchmarking Quantitative Medical Image Analysis
arXiv:2511.18676v3 Announce Type: replace-cross Abstract: Current vision-language models (VLMs) in medicine…
arXiv Artificial IntelligenceError-Driven Scene Editing for 3D Grounding in Large Language Models
arXiv:2511.14086v2 Announce Type: replace-cross Abstract: Despite recent progress in 3D-LLMs, they remain…
arXiv Artificial IntelligenceUncertainty Makes It Stable: Curiosity-Driven Quantized Mixture-of-Experts
arXiv:2511.11743v4 Announce Type: replace-cross Abstract: Deploying deep neural networks on…
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