🗄️ Vector Databases - yfff · Scour

Semantic-based Distributed Learning for Diverse and Discriminative Representations 🧠Machine Learning

Graph Neural Network-Informed Predictive Flows for Faster Ford-Fulkerson and PAC-Learnability 🔥PyTorch

KGiRAG: An Iterative GraphRAG Approach for Responding Sensemaking Queries 💬LLMs

Fast estimation of Gaussian mixture components via centering and singular value thresholding 📐Linear Algebra

SCM: Sleep-Consolidated Memory with Algorithmic Forgetting for Large Language Models 💬LLMs

EHRAG: Bridging Semantic Gaps in Lightweight GraphRAG via Hybrid Hypergraph Construction and Retrieval 💬LLMs

MARA: A Multimodal Adaptive Retrieval-Augmented Framework for Document Question Answering 🧠LLM

Mol-Debate: Multi-Agent Debate Improves Structural Reasoning in Molecular Design 💡AI Reasoning

Missingness-Adaptive Factor Identification in High-Dimensional Data 📐Estimation Theory

Latent Abstraction for Retrieval-Augmented Generation 💬LLMs

TeleEmbedBench: A Multi-Corpus Embedding Benchmark for RAG in Telecommunications 💬LLMs

WorldDB: A Vector Graph-of-Worlds Memory Engine with Ontology-Aware Write-Time Reconciliation 🦀Rust

Skill-RAG: Failure-State-Aware Retrieval Augmentation via Hidden-State Probing and Skill Routing 💬LLMs

RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora 💬LLMs

Training for Compositional Sensitivity Reduces Dense Retrieval Generalization 🗜️Compressed Sensing

ArbGraph: Conflict-Aware Evidence Arbitration for Reliable Long-Form Retrieval-Augmented Generation 💬LLMs

Dual Triangle Attention: Effective Bidirectional Attention Without Positional Embeddings 🤖Transformers

Transfer Learning from Foundational Optimization Embeddings to Unsupervised SAT Representations 🔥PyTorch

Align Documents to Questions: Question-Oriented Document Rewriting for Retrieval-Augmented Generation 💬LLMs

Q-SINDy: Quantum-Kernel Sparse Identification of Nonlinear Dynamics with Provable Coefficient Debiasing 📐Linear Algebra

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