Retrieval-Augmented Visual Document Understanding, Long Context RAG Performance of LLMs and More!
Vol.77 for Nov 04 - Nov 10, 2024
Stay Ahead of the Curve with the Latest Advancements and Discoveries in Information Retrieval.
This week’s newsletter highlights the following research:
Bridging Visual and Textual Document Understanding with Multi-modal Retrieval, from Bloomberg
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking, from Tencent
Long Context RAG Performance of Large Language Models, from Databricks
A Pairwise Perspective on Softmax Loss for Robust Recommendation, from Zhejiang University
Efficient HTML Processing for RAG Systems, from Tan et al.
A Universal Framework for Multimodal Retrieval with Large Language Models, from NVIDIA
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering, from Korea University
A Reasoning-Based Framework for Document Reranking with Large Language Models, from Salesforce AI Research
Efficient RAG Through Cost-Constrained Chunk Optimization and Dynamic Configuration, from NTU
A Comprehensive Assessment of LLMs in Recommendation, from Jiang et al.
