Evaluating Retrieval Quality in Retrieval-Augmented Generation

Author:

Salemi Alireza1ORCID,Zamani Hamed1ORCID

Affiliation:

1. University of Massachusetts Amherst, Amherst, MA, USA

Publisher

ACM

Reference35 articles.

1. Garima Agrawal Tharindu Kumarage Zeyad Alghami and Huan Liu. 2023. Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey. arxiv: 2311.07914 [cs.CL]

2. An Offline Metric for the Debiasedness of Click Models

3. Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, and Jason Weston. 2019. Wizard of Wikipedia: Knowledge-Powered Conversational Agents. In International Conference on Learning Representations. https://openreview.net/forum?id=r1l73iRqKm

4. Matthijs Douze Alexandr Guzhva Chengqi Deng Jeff Johnson Gergely Szilvasy Pierre-Emmanuel Mazaré Maria Lomeli Lucas Hosseini and Hervé Jégou. 2024. The Faiss library. (2024). arxiv: 2401.08281 [cs.LG]

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Advanced Embedding Techniques in Multimodal Retrieval Augmented Generation A Comprehensive Study on Cross Modal AI Applications;Journal of Computing and Electronic Information Management;2024-07-29

2. Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

3. Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3