Top Information Retrieval Papers of the Week

BM25-Guided LLM Reranking for Complex Queries, Visual Analytics for GraphRAG Pipelines, and More!

When to Choose GraphRAG Over Traditional RAG, The Implicit Semantics Gap in Text Embedding Models, and More!

Extremely Long User History Modeling at Instagram, When Compact Embeddings Outperform Large Models in Hybrid RAG, and More!

Measuring Retrieval Robustness in LLMs, Training Small LLM Agents for End-to-End RAG, and More!

Training Multi-Vector Models with Inherent Clustering Structure, Reasoning-Enhanced Listwise Document Reranking, and More!

Identifying Cost-Effective CPU Architectures for Vector Databases, Lessons from Pinterest's Ad Conversion Models, and More!

Efficient Hyper-Parameter Optimization for RAG, Negative-Sample-Free User Sequence Modeling, and More!

Training Retrievers for Reasoning Tasks, A Unified Framework for Text, Image, and Video RAG, and More!

Secure Hybrid Knowledge Retrieval for Enterprise Applications, Scaling RAG Evaluation with LLMs, and More!

Exploring RAG's Vulnerability to Real-World Query Variations, Breaking the Bounded-Recall Barrier in Multi-Stage Ranking, and More!

A Unified Framework for Document Reranking with LLMs, Unifying Search and Recommendation Through Generative Retrieval, and More!

Storage-Efficient Multi-Vector Retrieval, Enhancing Negation Detection in Text Embeddings, and More!