📝 Text Embeddings - matmat · Scour

Linear-Time and Constant-Memory Text Embeddings Based on Recurrent Language Models 🧮Vector Embeddings

Algorithm Selection with Zero Domain Knowledge via Text Embeddings 🗂️Vector Databases

SkillGraph: Graph Foundation Priors for LLM Agent Tool Sequence Recommendation 🔗Topological Sorting

JFinTEB: Japanese Financial Text Embedding Benchmark 🇯🇵Japanese Computing

UsefulBench: Towards Decision-Useful Information as a Target for Information Retrieval 🔍Semantic Search

Beyond Single-Score Ranking: Facet-Aware Reranking for Controllable Diversity in Paper Recommendation 🎯Recommendation Metrics

Hierarchically Robust Zero-shot Vision-language Models 📊Learned Metrics

Self-Aware Vector Embeddings for Retrieval-Augmented Generation: A Neuroscience-Inspired Framework for Temporal, Confidence-Weighted, and Relational Knowledge 🧮Vector Embeddings

AdaCluster: Adaptive Query-Key Clustering for Sparse Attention in Video Generation 👁️Perceptual Hashing

Beyond Semantic Similarity: A Component-Wise Evaluation Framework for Medical Question Answering Systems with Health Equity Implications 🧮Kolmogorov Complexity

ORPHEAS: A Cross-Lingual Greek-English Embedding Model for Retrieval-Augmented Generation 🧮Vector Embeddings

E2E-WAVE: End-to-End Learned Waveform Generation for Underwater Video Multicasting 🧠Neural Codecs

On Word Representations and Embeddings in Complex Matrices 🧮Vector Embeddings

TabEmb: Joint Semantic-Structure Embedding for Table Annotation 🔍Semantic Search

REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning 🧮Vector Embeddings

Towards Intrinsic Interpretability of Large Language Models:A Survey of Design Principles and Architectures 🔗Parser Combinators

DuConTE: Dual-Granularity Text Encoder with Topology-Constrained Attention for Text-attributed Graphs 🕸️Graph Embeddings

FLiP: Towards understanding and interpreting multimodal multilingual sentence embeddings 🧮Vector Embeddings

E2E-GMNER: End-to-End Generative Grounded Multimodal Named Entity Recognition 🧮Vector Embeddings

Learning Behaviorally Grounded Item Embeddings via Personalized Temporal Contexts 🧮Vector Embeddings

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