Flora: Effortless Context Construction to Arbitrary Length and Scale
arxiv.org·6d
🧠Large Language Models (LLMs)
Automatic Classification of User Requirements from Online Feedback -- A Replication Study
arxiv.org·5d
🧠Large Language Models (LLMs)
SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering
arxiv.org·5d
🔍Retrieval-augmented generation
Pretraining a Unified PDDL Domain from Real-World Demonstrations for Generalizable Robot Task Planning
arxiv.org·5d
✨Model optimizations in LLMs
NIRS: An Ontology for Non-Invasive Respiratory Support in Acute Care
arxiv.org·6d
⚙️AI Infrastructure Automation
Decouple before Align: Visual Disentanglement Enhances Prompt Tuning
arxiv.org·19h
🧠Large Language Models (LLMs)
Numerical Methods for Solving Nonlinearly Coupled Poisson Equations in Dual-Continuum Modeled Porous Electrodes
arxiv.org·4d
⚙️AI Infrastructure Automation
Mitigating Geospatial Knowledge Hallucination in Large Language Models: Benchmarking and Dynamic Factuality Aligning
arxiv.org·6d
🧠Large Language Models (LLMs)
Hebbian Memory-Augmented Recurrent Networks: Engram Neurons in Deep Learning
arxiv.org·5d
🧠Large Language Models (LLMs)
Voice-guided Orchestrated Intelligence for Clinical Evaluation (VOICE): A Voice AI Agent System for Prehospital Stroke Assessment
arxiv.org·3d
⚡Real-time AI Systems
HIAL: A New Paradigm for Hypergraph Active Learning via Influence Maximization
arxiv.org·6d
✨Model optimizations in LLMs
LanternNet: A Novel Hub-and-Spoke System to Seek and Suppress Spotted Lanternfly Populations
arxiv.org·6d
🔧Systems-level optimizations for LLM serving
UloRL:An Ultra-Long Output Reinforcement Learning Approach for Advancing Large Language Models' Reasoning Abilities
arxiv.org·6d
🧠Large Language Models (LLMs)
Learning from Limited and Imperfect Data
arxiv.org·5d
🧠Large Language Models (LLMs)
Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization
arxiv.org·5d
📊AI Performance Profiling
Structure-Informed Deep Reinforcement Learning for Inventory Management
arxiv.org·5d
⚙️AI Infrastructure Automation
CLIPTime: Time-Aware Multimodal Representation Learning from Images and Text
arxiv.org·19h
🧠Large Language Models (LLMs)
Deciphering interventional dynamical causality from non-intervention complex systems
arxiv.org·3d
🧠Large Language Models (LLMs)
LinDeps: A Fine-tuning Free Post-Pruning Method to Remove Layer-Wise Linear Dependencies with Guaranteed Performance Preservation
arxiv.org·5d
🧠Large Language Models (LLMs)
A novel language model for predicting serious adverse event results in clinical trials from their prospective registrations
arxiv.org·3d
🧠Large Language Models (LLMs)