Systematic Review of Graph RAG, A Comprehensive Study of LLMs in Dense Retrieval, and More!
Vol.66 for Aug 19 - Aug 25, 2024
Stay Ahead of the Curve with the Latest Advancements and Discoveries in Information Retrieval.
This week’s newsletter highlights the following research:
A Comprehensive Survey of Graph-Enhanced Retrieval-Augmented Generation, from Peng et al.
A Modular Framework for Fair Comparison and Development of RAG Algorithms, from Zhang et al.
A Unified Context-Aware Model for Search and Recommendation, from Netflix
Mitigating Negative Transfer in Sequential Recommendation Systems with Instance-wise LoRA, from Kong et al.
A Comprehensive Study of LLMs in Dense Retrieval, from Luo et al.
A Framework for Generating Coherent Multimodal Answers in Enterprise Chatbots, from Zhu et al.
Weakly Supervised Dense Retrieval for Enhanced Open-Domain Question Answering, from Nian et al.
Benchmarking LLMs for Zero-Shot Structured Output Generation, from Weaviate
A Data-Centric RAG Workflow for Enhanced LLM Knowledge Synthesis, from AWS
Enhancing Multi-Task Learning with Task-Specific Feature Interactions for Recommender Systems, from Shopee
