arXiv Artificial IntelligenceApproximate Speculative Decoding
arXiv:2608.03447v3 Announce Type: replace-cross Abstract: Speculative decoding accelerates autoregressive…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceEmulate or Estimate? The Divergent Strengths of Base and Post-Trained Language Models for Opinion Simulation
arXiv:2608.03044v2 Announce Type: replace-cross Abstract: Large language models are increasingly used to…
arXiv Artificial IntelligenceSingle Canonical Prompts Underestimate LLM Safety's Surface-Form Sensitivity
arXiv:2608.02665v2 Announce Type: replace-cross Abstract: A benchmark score is a measurement instrument, yet…
arXiv Artificial IntelligenceUnequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection
arXiv:2608.03627v2 Announce Type: replace Abstract: Large Language Models (LLMs) are increasingly used for…
arXiv Artificial IntelligenceTaskPress: Query-Agnostic KV Cache Compression via Task-Guided Pruning
arXiv:2608.03276v2 Announce Type: replace Abstract: Long-context inference with large language models is…
arXiv Artificial IntelligenceDRIP-R: A Benchmark for Decision-Making and Reasoning Under Real-World Policy Ambiguity in the Retail Domain
arXiv:2605.07699v3 Announce Type: replace-cross Abstract: LLM-based agents are increasingly deployed for…
arXiv Artificial IntelligenceSERUM: State Extraction and Refinement for User Modeling
arXiv:2607.29181v2 Announce Type: replace-cross Abstract: Agentic assistants capable of proactive…
arXiv Artificial IntelligenceWhy It Hurts: Identifying the Drivers of Negative Thoughts in Emotional Support Conversations
arXiv:2607.28648v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) are increasingly used…
arXiv Artificial IntelligenceSearching for Robust Augmentations to Improve Out-of-Domain Generalization in Dermoscopic Skin Cancer Classification
arXiv:2607.26765v2 Announce Type: replace-cross Abstract: Background/Objectives: Dermoscopic skin-lesion…
arXiv Artificial IntelligenceMultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning
arXiv:2607.26465v2 Announce Type: replace Abstract: Multimodal Large Language Models have sparked significant…
arXiv Artificial IntelligenceA2TTA: Anchored-and-Agile Test-Time Adaptation for Evolving Traffic Sensor Networks
arXiv:2607.25875v4 Announce Type: replace-cross Abstract: Traffic forecasting is important for efficient…
arXiv Artificial IntelligenceMessier: A High-Resolution Corpus for Cross-Benchmark Agent Evaluation
arXiv:2607.25891v2 Announce Type: replace Abstract: Comprehensively evaluating AI agents across interactive…
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