Top Information Retrieval Papers of the Week

Understanding Context Sufficiency in RAG Systems, A Systematic Review of Language Model Representations, and More!

Retrieval-Augmented Visual Document Understanding, Long Context RAG Performance of LLMs and More!

Search Engines in an AI Era, Adapting In-Context Learning for Information Retrieval, and More!

Efficient Synthetic Data Generation for Text Embeddings, A Survey of Conversational Search, and More!

Agentic Information Retrieval, A Comparative Study of Semantic vs. Fixed-Size Strategies, and More!

Scaling Laws for Long-Context RAG, A Survey of Information Discovery Techniques in E-Commerce, and More!

Unified Multimodal Representation for Document Retrieval, Scalable Cross-Entropy Loss Function for Large-Scale Recommender Systems and More!

A Comprehensive Guide to Generative Recommenders, Efficient Compression for Multi-Vector Retrieval , and More!

Instruction-Tuned Retrieval for Flexible Information Search, Large Multimodal Models as AI Search Engines, and More!

A Practical Guide to HNSW vs. Flat Indexes, Enhancing Lexical Retrieval with Dense Neighborhood Insights, and More!

Rethinking RAG in the Era of Long-Context LLMs, A Lightweight Framework for Combining Domain Experts, and More!

A Comprehensive Study of Noise Types in RAG, Dynamic Hard Negative Mining for Enhanced Text Embeddings, and More!