HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question
Answering using LLMs

HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs

10 June 2024

Chaitanya Devaguptapu

Prathosh A P

Papers citing "HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs"

10 / 10 papers shown

Title
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning Mufan Xu Gewen Liang Kehai Chen Wei Wang Xun Zhou M. Yang T. Zhao Min Zhang RALM 86 0 0 07 Mar 2025
SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia Graph Teng Lin Yizhang Zhu Yuyu Luo Nan Tang RALM 3DV 44 1 0 03 Mar 2025
How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback Manzong Huang Chenyang Bu Yi He Xindong Wu 67 0 0 28 Jan 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 70 8 0 21 Jan 2025
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization Zhuoqun Li Xuanang Chen Haiyang Yu Hongyu Lin Yunfan LU Qiaoyu Tang Fei Huang Xianpei Han Le Sun Yongbin Li 34 12 0 11 Oct 2024
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin Nikita Semenov Artyom Sorokin Dmitry Evseev Andrey Kravchenko Mikhail Burtsev Evgeny Burnaev LLMAG RALM KELM 55 7 0 05 Jul 2024
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning Ruosen Li Xinya Du LRM 44 15 0 07 Nov 2023
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 146 186 0 22 Oct 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction Semih Yavuz Kazuma Hashimoto Yingbo Zhou N. Keskar Caiming Xiong 43 27 0 18 May 2022
Answering Open-Domain Questions of Varying Reasoning Steps from Text Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 191 55 0 23 Oct 2020