The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation

25 July 2024

Papers citing "The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation"

7 / 7 papers shown

Title
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture M. A. D. L. Balaguer Vinamra Benara Renato Luiz de Freitas Cunha Roberto de M. Estevao Filho Todd Hendry ... Morris Sharp B. Silva Swati Sharma Vijay Aski Ranveer Chandra FaML 80 88 0 16 Jan 2024
A Study of Generative Large Language Model for Medical Research and Healthcare C.A.I. Peng Xi Yang Aokun Chen Kaleb E. Smith Nima M. Pournejatian ... W. Hogan E. Shenkman Yi Guo Jiang Bian Yonghui Wu LM&MA ELM AI4MH 175 263 0 22 May 2023
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 114 796 0 20 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.4K 14,313 0 15 Mar 2023
REPLUG: Retrieval-Augmented Black-Box Language Models Weijia Shi Sewon Min Michihiro Yasunaga Minjoon Seo Rich James M. Lewis Luke Zettlemoyer Wen-tau Yih RALM VLM KELM 125 634 0 30 Jan 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 874 12,916 0 04 Mar 2022
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 324 5,801 0 21 Apr 2019