🔍 Information Retrieval - matmat · Scour

RLM-on-KG: Heuristics First, LLMs When Needed: Adaptive Retrieval Control over Mention Graphs for Scattered Evidence 🎯Retrieval Systems

Part 4: Improving Retrieval Quality with Token-Aware Chunking and HyDE 📰Feed Readers

github.com·1d·DEV

Distilling Retrieval Pipelines to a Single Embedding Model 🗂️Vector Search

dtunkelang.medium.com·6d

Benchmarking multimodal document search in OpenSearch: Three approaches compared 🔍Search Indexing

opensearch.org·5d

ResRank: Unifying Retrieval and Listwise Reranking via End-to-End Joint Training with Residual Passage Compression 🎯Retrieval Systems

LiteSemRAG: Lightweight LLM-Free Semantic-Aware Graph Retrieval for Robust RAG 📊Multi-vector RAG

Coverage, Not Averages: Semantic Stratification for Trustworthy Retrieval Evaluation 📊Search Ranking

FlexStructRAG: Flexible Structure-Aware Multi-Granular Relational Retrieval for RAG 📊Multi-vector RAG

Bayesian Active Learning with Gaussian Processes Guided by LLM Relevance Scoring for Dense Passage Retrieval 🔍Semantic Search

Association Is Not Similarity: Learning Corpus-Specific Associations for Multi-Hop Retrieval 🗂️Vector Search

On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability 🎯Retrieval Systems

SeekerGym: A Benchmark for Reliable Information Seeking 🧠Intelligence Compression

Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders 💻Local LLMs

Semantic Recall for Vector Search 🗂️Vector Search

DocQAC: Adaptive Trie-Guided Decoding for Effective In-Document Query Auto-Completion 🌳Trie Structures

Dual-View Training for Instruction-Following Information Retrieval 🎯Retrieval Systems

MARA: A Multimodal Adaptive Retrieval-Augmented Framework for Document Question Answering 🧮Vector Embeddings

A Reference Architecture for Agentic Hybrid Retrieval in Dataset Search 🎯Retrieval Systems

SPIRE: Structure-Preserving Interpretable Retrieval of Evidence 🔍Semantic Search

STRIDE: Strategic Iterative Decision-Making for Retrieval-Augmented Multi-Hop Question Answering 🗂️Vector Search

Log in to enable infinite scrolling