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MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Yixuan Tang
Yi Yang
    RALM
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Papers citing "MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries"

6 / 6 papers shown
Title
Real-time Spatial Retrieval Augmented Generation for Urban Environments
Real-time Spatial Retrieval Augmented Generation for Urban Environments
David Nazareno Campo
Javier Conde
Alvaro Alonso
Gabriel Huecas
Joaquín Salvachúa
Pedro Reviriego
12
0
0
04 May 2025
Synthesize-on-Graph: Knowledgeable Synthetic Data Generation for Continue Pre-training of Large Language Models
Synthesize-on-Graph: Knowledgeable Synthetic Data Generation for Continue Pre-training of Large Language Models
Xuhui Jiang
Shengjie Ma
Chengjin Xu
Cehao Yang
Liyu Zhang
Jian Guo
SyDa
14
0
0
02 May 2025
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets
Lorenz Brehme
Thomas Ströhle
Ruth Breu
40
0
0
28 Apr 2025
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering
Zhonghao Li
Kunpeng Zhang
Jinghuai Ou
Shuliang Liu
Xuming Hu
36
0
0
28 Apr 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation
Qianren Mao
Qili Zhang
Hanwen Hao
Zhentao Han
Runhua Xu
...
Bo Li
Y. Song
Jin Dong
Jianxin Li
Philip S. Yu
50
1
0
27 Apr 2025
RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge
RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge
Yi Liu
Lianzhe Huang
Shicheng Li
Sishuo Chen
Hao Zhou
Fandong Meng
Jie Zhou
Xu Sun
RALM
45
11
0
14 Nov 2023