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

Vol.73 for Oct 07 - Oct 13, 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 Novel Approach to Large-Scale Table Understanding, from Chen et al.

2. Resolving Knowledge Conflicts for Robust Retrieval-Augmented Generation, from Google AI Cloud Research

3. Accelerating Retrieval-Augmented Generation through Offline KV Cache Computation, from Moore Threads AI

4. Enhancing Learned Sparse Retrieval with Dynamic Entity Vocabularies, from Nguyen et al.

5. Enhancing Recommendation Quality Through Improved Negative Sampling and Rank Estimation, from Google Research

6. Advancing RAG Systems with Graph-Based Indexing and Adaptive Retrieval, from Guo et al.

7. A Comprehensive Survey of Information Discovery Strategies and Technologies in E-Commerce, from Ren et al.

8. Optimizing RAG for Long-Context Language Models, from Jin et al.

9. Novel Strategies for Scaling Inference in Retrieval Augmented Generation, from Google DeepMind

10. Enhancing LLM Performance on Long-Context Tasks, from Li et al.