Long Context vs. RAG for LLMs: An Evaluation and Revisits

27 December 2024

Papers citing "Long Context vs. RAG for LLMs: An Evaluation and Revisits"

6 / 6 papers shown

Title
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 141 6 0 26 Apr 2025
The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs Piotr Nawrot Robert Li Renjie Huang Sebastian Ruder Kelly Marchisio Edoardo Ponti 58 1 0 24 Apr 2025
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation Chanyeol Choi Jihoon Kwon Jaeseon Ha Hojun Choi Chaewoon Kim Yongjae Lee Jy-yong Sohn Alejandro Lopez-Lira RALM 114 0 0 22 Apr 2025
OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Query Processing Yulong Hui Yang Liu Yao Lu Huanchen Zhang RALM 151 0 0 04 Mar 2025
Long-Context Inference with Retrieval-Augmented Speculative Decoding Guanzheng Chen Qilong Feng Jinjie Ni Xin Li Michael Shieh RALM 78 2 0 27 Feb 2025
GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity? Yang Zhou Hongyi Liu Zhuoming Chen Yuandong Tian Beidi Chen LRM 75 11 0 07 Feb 2025