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LLMs & Foundation Models· 2026-10-07#arXiv #LLMs & Foundation Models #Reinforcement Learning #External Guidance #Theoretical Framework

arXiv Introduces GA-GRPO Framework: Revolutionizing External Guidance Theory in LLM Reasoning

arXiv has released a new study on external guidance in large language model (LLM) reasonin…

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LLMs & Foundation Models· 2026-10-07

arXiv Research Reveals: Agentic Multimodal LLMs Show Significant Safety Decline When Using Tools

A new study published on arXiv has uncovered a critical safety flaw in agentic multimodal …

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LLMs & Foundation Models· 2026-10-07

arXiv Releases EMODE: Revolutionizing Speech Language Modeling with Dynamic Para-Semantic Experts

arXiv has released a new study on emotion-aware speech language modeling, introducing EMOD…

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LLMs & Foundation Models· 2026-10-07

arXiv Introduces Condition-Anchored Generative Distillation for Stable Continual Learning in Language Models

A new study published on arXiv introduces Condition-Anchored Generative Distillation (CAGD…

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LLMs & Foundation Models· 2026-10-07

NavTree: A Novel Hierarchical Retrieval Method for Long-Document QA Outperforming Traditional Retrievors

A new study published on arXiv introduces NavTree, an innovative method for long-document …

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LLMs & Foundation Models· 2026-10-07

QiYao-I: A Manifold-Based Foundation Model Revolutionizes Irregular Multivariate Time Series Forecasting

QiYao-I is an innovative foundation model for irregular multivariate time series forecasti…

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LLMs & Foundation Models· 2026-10-07

arXiv Releases AttSVD: Attention-Guided SVD for Low-Rank KV Cache Compression

arXiv introduces AttSVD, a novel approach to address the memory bottleneck in autoregressi…

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Research & Papers· 2026-10-07

arXiv Releases New Research: Adversarially-Robust Federated Q-Learning for Efficient Collaborative Learning

arXiv has released new research on federated reinforcement learning, introducing an algori…

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LLMs & Foundation Models· 2026-10-07

AWS Releases Event-Driven ML Pipeline Orchestration System: A Three-Year Industrial Experience Report

AWS has released an event-driven machine learning pipeline orchestration system for contin…

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Research & Papers· 2026-10-07

arXiv Publishes Research on Budgeted Adaptive Neural-Operator PDE Solvers for Long-Horizon Reinforcement Learning

arXiv has published new research on long-horizon reinforcement learning, introducing a nov…

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Research & Papers· 2026-10-07

Neutrosophic Ensemble Classification for Uncertainty-Aware Bearing Fault Detection: Insights from Laboratory and Industr

This research introduces a Random Forest, XGBoost, and Logistic Regression ensemble method…

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LLMs & Foundation Models· 2026-10-07

Hugging Face Releases ADSD Framework: Revolutionizing Numerical Solver Self-Improvement

Hugging Face has introduced the Auto-Diagnosis and Skill Discovery (ADSD) framework, a nov…

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