A Survey on Retrieval Methods in Modern Recommender Systems, A Modular Approach to RAG, and More!

Vol.63 for Jul 29 - Aug 04, 2024

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

This week’s newsletter highlights the following research:

1. A Modular Approach to Retrieval-augmented Generation, from Gao et al.

2. A Survey on Retrieval Methods in Modern Recommender Systems, from SJTU

3. A Self-Guided Approach for More Robust RALMs, from Baidu

4. Efficient Retrieval Planning for Complex Conversational AI Systems, from Amazon

5. Efficient Long-Context Multilingual Text Retrieval Models, from Alibaba

6. Integrating Multimodal Representations in E-commerce Recommendations, from Alibaba

7. A Systematic Review of Recommender System Challenges and Opportunities, from Ma et al.

8. A Multi-Agent Framework for Advanced Web Information Seeking and Integration, from Chen et al.

9. Efficient Dimensionality Reduction for LLM Embeddings in Information Retrieval, from Google Cloud AI

10. Improving Text Embeddings in Resource-Efficient Language Models, from Tsinghua University