Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis, Solution, and Interpretation
arxiv.org·1d
🧠Large Language Models (LLMs)
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Do Math Reasoning LLMs Help Predict the Impact of Public Transit Events?
arxiv.org·2d
🧠Large Language Models (LLMs)
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Iterative Foundation Model Fine-Tuning on Multiple Rewards
arxiv.org·2d
✨Model optimizations in LLMs
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Pelican-VL 1.0: A Foundation Brain Model for Embodied Intelligence
arxiv.org·2d
🧠Large Language Models (LLMs)
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GAFD-CC: Global-Aware Feature Decoupling with Confidence Calibration for OOD Detection
arxiv.org·1d
🧠Large Language Models (LLMs)
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IVGAE-TAMA-BO: A novel temporal dynamic variational graph model for link prediction in global food trade networks with momentum structural memory and Bayesian o...
arxiv.org·2d
🧠Large Language Models (LLMs)
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Patient-Centered Summarization Framework for AI Clinical Summarization: A Mixed-Methods Design
arxiv.org·3d
🧠Large Language Models (LLMs)
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Modified-Emergency Index (MEI): A Criticality Metric for Autonomous Driving in Lateral Conflict
arxiv.org·3d
✨Model optimizations in LLMs
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zFLoRA: Zero-Latency Fused Low-Rank Adapters
arxiv.org·6d
🔧Systems-level optimizations for LLM serving
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Quantum Machine Unlearning: Foundations, Mechanisms, and Taxonomy
arxiv.org·2d
🔢Quantization of LLMs
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DEER: Disentangled Mixture of Experts with Instance-Adaptive Routing for Generalizable Machine-Generated Text Detection
arxiv.org·2d
🧠Large Language Models (LLMs)
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When Modalities Conflict: How Unimodal Reasoning Uncertainty Governs Preference Dynamics in MLLMs
arxiv.org·1d
🧠Large Language Models (LLMs)
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Estimation of Segmental Longitudinal Strain in Transesophageal Echocardiography by Deep Learning
arxiv.org·1d
🔢Quantization of LLMs
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Model Predictive Control with Multiple Constraint Horizons
arxiv.org·1d
✨Model optimizations in LLMs
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AgentBnB: A Browser-Based Cybersecurity Tabletop Exercise with Large Language Model Support and Retrieval-Aligned Scaffolding
arxiv.org·2d
🤖Agents using LLMs
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Approximation by Certain Complex Nevai Operators : Theory and Applications
arxiv.org·1d
🔢Quantization of LLMs
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Real-DRL: Teach and Learn in Reality
arxiv.org·2d
⚡Real-time AI Systems
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Functional embeddings enable Aggregation of multi-area SEEG recordings over subjects and sessions
arxiv.org·3d
🧠Large Language Models (LLMs)
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Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model
arxiv.org·3d
🧠Large Language Models (LLMs)
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Performance Analysis of NOMA-Assisted Optical OFDM ISAC Systems with Clipping Distortion
arxiv.org·1d
🔧Systems-level optimizations for LLM serving
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