RAGGED: Towards Informed Design of Retrieval Augmented Generation
Systems

RAGGED: Towards Informed Design of Retrieval Augmented Generation Systems

14 March 2024

Graham Neubig

Papers citing "RAGGED: Towards Informed Design of Retrieval Augmented Generation Systems"

11 / 11 papers shown

Title
RAG Without the Lag: Interactive Debugging for Retrieval-Augmented Generation Pipelines Quentin Romero Lauro Shreya Shankar Sepanta Zeighami Aditya G. Parameswaran 24 0 0 18 Apr 2025
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes Tianyang Xu Haojie Zheng Chengze Li H. Chen Yixin Liu Ruoxi Chen Lichao Sun 27 0 0 15 Apr 2025
PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation Albert Gong Kamilė Stankevičiūtė Chao-gang Wan Anmol Kabra Raphael Thesmar Johann Lee Julius Klenke Carla P. Gomes Kilian Q. Weinberger RALM LRM 60 0 0 27 Feb 2025
Enhancing Retrieval-Augmented Generation: A Study of Best Practices Siran Li Linus Stenzel Carsten Eickhoff Seyed Ali Bahrainian RALM 3DV 55 4 0 13 Jan 2025
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models Jiaxin Zhang Wendi Cui Yiran Huang Kamalika Das Sricharan Kumar KELM SyDa 25 2 0 12 Oct 2024
RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation Daniel Fleischer Moshe Berchansky Moshe Wasserblat Peter Izsak 3DV 42 4 0 05 Aug 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation David Rau Hervé Déjean Nadezhda Chirkova Thibault Formal Shuai Wang Vassilina Nikoulina S. Clinchant 42 9 0 01 Jul 2024
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory Xueyan Niu Bo Bai Lei Deng Wei Han 31 6 0 14 May 2024
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models W. Yu Hongming Zhang Xiaoman Pan Kaixin Ma Hongwei Wang Dong Yu KELM RALM LRM 62 101 0 15 Nov 2023
Optimizing Retrieval-augmented Reader Models via Token Elimination Moshe Berchansky Peter Izsak Avi Caciularu Ido Dagan Moshe Wasserblat RALM 39 12 0 20 Oct 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input Amanda Bertsch Uri Alon Graham Neubig Matthew R. Gormley RALM 94 122 0 02 May 2023