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

Vol.101 for Apr 21 - Apr 27, 2025

Stay Ahead of the Curve with the Latest Advancements and Discoveries in Information Retrieval.

This week’s newsletter highlights the following research:

1. Secure Hybrid Knowledge Retrieval for Enterprise Applications, from Emory University

2. Real-Time Debugging for Retrieval-Augmented Generation Pipelines, from Lauro et al.

3. LLM-Powered Automation for RAG Evaluation, from Pradeep et al.

4. A Comprehensive Survey of Foundation Models in Recommender Systems, from Huang et al.

5. A Unified Generative Framework for Simultaneous Retrieval and Ranking in Recommendation Systems, from Zhang et al.

6. Efficient Single-GPU Deployment for Retrieval-Augmented Generation, from NTU

7. A Comprehensive Review of RAG and Reasoning, from Gao et al.

8. ColBERT on a Budget: Memory-Mapping and Multi-Stage Retrieval for Efficient Information Access, from Huang et al.

9. A Two-Stage Framework for Universal Multimodal Representation Learning, from Gu et al.

10. A Comprehensive Survey of RAG Evaluation Methodologies in the LLM Era, from Gan et al.