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TitleStatusHype
NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache—0
Multi-agent Systems for Misinformation Lifecycle : Detection, Correction And Source Identification—0
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback—0
keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span DetectionCode0
SpectraLDS: Provable Distillation for Linear Dynamical Systems—0
Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied EnvironmentsCode0
Plan-R1: Safe and Feasible Trajectory Planning as Language Modeling—0
Retrieval Augmented Generation-based Large Language Models for Bridging Transportation Cybersecurity Legal Knowledge Gaps—0
Large language model as user daily behavior data generator: balancing population diversity and individual personality—0
Inference-Time Decomposition of Activations (ITDA): A Scalable Approach to Interpreting Large Language ModelsCode0
ELDeR: Getting Efficient LLMs through Data-Driven Regularized Layer-wise Pruning—0
SATURN: SAT-based Reinforcement Learning to Unleash Language Model ReasoningCode0
Power-Law Decay Loss for Large Language Model Finetuning: Focusing on Information Sparsity to Enhance Generation QualityCode0
How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance—0
Small-to-Large Generalization: Data Influences Models Consistently Across Scale—0
Beyond Correlation: Towards Causal Large Language Model Agents in Biomedicine—0
EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human ActionsCode0
DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation—0
Edge-First Language Model Inference: Models, Metrics, and Tradeoffs—0
On Multilingual Encoder Language Model Compression for Low-Resource Languages—0
Plan and Budget: Effective and Efficient Test-Time Scaling on Large Language Model Reasoning—0
CTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning—0
INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling—0
Large Language Model-Empowered Interactive Load Forecasting—0
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning—0
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