arXiv Artificial IntelligenceTimeSage-EV: A Live Benchmark for Agentic Time Series Analysis in Evolving Environments
arXiv:2608.14270v1 Announce Type: new Abstract: Time series analysis in high-stakes domains relies on…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceGrounding Without Corrective Control: Truth-Tracking Profiles for Large Language Models
arXiv:2608.14252v1 Announce Type: new Abstract: Recent work suggests that some large language model…
arXiv Artificial IntelligencePolaris : Multi Agentic System for Conversational Enterprise Analytics
arXiv:2608.14246v1 Announce Type: new Abstract: In today's fast-paced environment, the ability to swiftly…
arXiv Artificial IntelligenceMathForm: Scaling Mathematical Autoformalization with Knowledge Retrieval and Verification-Guided Refinement
arXiv:2608.14221v1 Announce Type: new Abstract: Autoformalization is commonly framed as translating…
arXiv Artificial IntelligenceA Generalized Parallelogram Rule for Proportional Analogies on Riemannian Manifolds
arXiv:2608.14220v1 Announce Type: new Abstract: Analogies are quaternary relations of the form "a is to b as…
arXiv Artificial IntelligenceAPTER: Adaptive Post-Training with Expert-Grounded Rubrics
arXiv:2608.14212v1 Announce Type: new Abstract: As large language models enter professional domains, they…
arXiv Artificial IntelligenceFreeBalance: Pre-Routing Online Moe Load Balancing via Residual Workload Prediction
arXiv:2608.14205v1 Announce Type: new Abstract: Load imbalance poses a major bottleneck to the efficiency of…
arXiv Artificial IntelligenceCan Language Models Understand mmWave Data? Benchmarking Large Language Models for mmWave Radar-Based Human Understanding
arXiv:2608.14179v1 Announce Type: new Abstract: Large language models (LLMs) have shown remarkable reasoning…
arXiv Artificial IntelligenceBiasTrace: Linking Reasoning Behaviours to Biased Outputs in LLMs
arXiv:2608.14161v1 Announce Type: new Abstract: LLMs exhibit social biases that can produce inaccurate and…
arXiv Artificial IntelligenceRemoving Temporal Note Redundancy Improves Multimodal Reinforcement Learning for Medicine
arXiv:2608.14157v1 Announce Type: new Abstract: Mechanical ventilation is a critical life-support…
arXiv Artificial IntelligenceTowards Efficient Multimodal and Multilingual Opinion Extraction for STI: A QLoRA-Based Fine-Tuning Approach
arXiv:2608.14152v1 Announce Type: new Abstract: Recent advances in large language models (LLMs) have reshaped…
arXiv Artificial IntelligenceQuaSAR: Quantization Compensation via Stable Activation-Aware Rank Truncation
arXiv:2608.14149v1 Announce Type: new Abstract: Recent training-free post-training quantization methods…
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