Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach

23 July 2024

Papers citing "Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach"

7 / 7 papers shown

Title
Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation Wenyu Huang Pavlos Vougiouklis Mirella Lapata Jeff Z. Pan 7 0 0 16 May 2025
TARGET: Benchmarking Table Retrieval for Generative Tasks Xingyu Ji Parker Glenn Aditya G. Parameswaran Madelon Hulsebos LMTD RALM 41 1 0 14 May 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 51 4 0 18 Mar 2025
KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse Jingbo Yang Bairu Hou Wei Wei Yujia Bao Shiyu Chang VLM 41 2 0 21 Feb 2025
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data Seiji Maekawa Hayate Iso Nikita Bhutani RALM 110 1 0 15 Oct 2024
DeciMamba: Exploring the Length Extrapolation Potential of Mamba Assaf Ben-Kish Itamar Zimerman Shady Abu Hussein Nadav Cohen Amir Globerson Lior Wolf Raja Giryes Mamba 77 13 0 20 Jun 2024
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 176 647 0 17 Oct 2023