🧮 Embeddings - AnnaMaria · Scour

Efficient VQ-QAT and Mixed Vector/Linear quantized Neural Networks 🗂️Vector Databases

Learning to Rotate: Temporal and Semantic Rotary Encoding for Sequential Modeling 🗂️Vector Databases

Improving Robustness of Tabular Retrieval via Representational Stability 🗂️Vector Databases

PL-MTEB: Polish Massive Text Embedding Benchmark 🗂️Vector Databases

SOC-ICNN: From Polyhedral to Conic Geometry for Learning Convex Surrogate Functions 🗂️Vector Databases

From Similarity to Structure: Training-free LLM Context Compression with Hybrid Graph Priors 🔍Semantic Search

PEPS: Positional Encoding Projected Sampling -- Extended 🗂️Vector Databases

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation 💻Creative Coding

XGRAG: A Graph-Native Framework for Explaining KG-based Retrieval-Augmented Generation 🗂️Vector Databases

Diffusion-Guided Feature Selection via Nishimori Temperature: Noise-Based Spectral Embedding 🗂️Vector Databases

Neural Recovery of Historical Lexical Structure in Bantu Languages from Modern Data 🗂️Vector Databases

XITE: Cross-lingual Interpolation for Transfer using Embeddings 🗂️Vector Databases

Epicure: Multidimensional Flavor Structure in Food Ingredient Embeddings 🗂️Vector Databases

arxiv.org·3d·Hacker News

Structure Guided Retrieval-Augmented Generation for Factual Queries 🔍Semantic Search

Relaxation-Informed Training of Neural Network Surrogate Models 🗂️Vector Databases

Efficient Rationale-based Retrieval: On-policy Distillation from Generative Rerankers based on JEPA 🔍Semantic Search

AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models 🔍Semantic Search

Neural Network Optimization Reimagined: Decoupled Techniques for Scratch and Fine-Tuning 🗂️Vector Databases

Using Embedding Models to Improve Probabilistic Race Prediction 🗂️Vector Databases

Aligning Dense Retrievers with LLM Utility via DistillationAligning Dense Retrievers with LLM Utility via Distillation 🗂️Vector Databases

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