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HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and
  Reliable Medical LLMs Responses
v1v2 (latest)

HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses

26 December 2023
Xinke Jiang
Ruizhe Zhang
Yongxin Xu
Rihong Qiu
Yue Fang
Zhiyuan Wang
Jinyi Tang
Hongxin Ding
Xu Chu
Junfeng Zhao
Yasha Wang
    RALM
ArXiv (abs)PDFHTML

Papers citing "HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses"

14 / 14 papers shown
Task-Aware Retrieval Augmentation for Dynamic Recommendation
Task-Aware Retrieval Augmentation for Dynamic Recommendation
Zhen Tao
Xinke Jiang
Qingshuai Feng
Haoyu Zhang
Lun Du
Yuchen Fang
Hao Miao
Bangquan Xie
Qingqiang Sun
89
0
0
16 Nov 2025
Right Answer at the Right Time - Temporal Retrieval-Augmented Generation via Graph Summarization
Right Answer at the Right Time - Temporal Retrieval-Augmented Generation via Graph Summarization
Zulun Zhu
Haoyu Liu
Mengke He
Siqiang Luo
RALM
150
0
0
19 Oct 2025
DFAMS: Dynamic-flow guided Federated Alignment based Multi-prototype Search
DFAMS: Dynamic-flow guided Federated Alignment based Multi-prototype Search
Zhibang Yang
Xinke Jiang
Rihong Qiu
Ruiqing Li
Yihang Zhang
...
Yongxin Xu
Hongxin Ding
Xu Chu
Junfeng Zhao
Yasha Wang
157
1
0
28 Aug 2025
AdaDocVQA: Adaptive Framework for Long Document Visual Question Answering in Low-Resource Settings
AdaDocVQA: Adaptive Framework for Long Document Visual Question Answering in Low-Resource Settings
Haoxuan Li
Wei song
Aofan Liu
Peiwu Qin
86
0
0
19 Aug 2025
A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation
A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation
Xujie Yuan
Yongxu Liu
Hanmo Liu
Shiwen Wu
Libin Zheng
Rui Meng
Lei Chen
Xiaofang Zhou
Jian Yin
456
0
0
28 Feb 2025
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection
Han Zhang
Langshi Zhou
Yuheng Ma
LRMRALMReLMKELM
949
3
0
24 Feb 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
Recurrent Knowledge Identification and Fusion for Language Model Continual LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Yujie Feng
Xujia Wang
Zexin Lu
Shenghong Fu
Guangyuan Shi
Yongxin Xu
Yasha Wang
Philip S. Yu
Xu Chu
Xiao-Ming Wu
CLLKELM
481
10
0
22 Feb 2025
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare CopilotThe Web Conference (WWW), 2025
Xuejiao Zhao
Siyan Liu
Su-Yin Yang
Chunyan Miao
654
16
0
06 Feb 2025
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational RetrievalNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Yu Xia
Junda Wu
Sungchul Kim
Tong Yu
Ryan A. Rossi
Haoliang Wang
Julian McAuley
290
20
0
17 Oct 2024
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
Yongxin Xu
Ruizhe Zhang
Xinke Jiang
Yujie Feng
Yuzhen Xiao
Xinyu Ma
Runchuan Zhu
Xu Chu
Junfeng Zhao
Yasha Wang
KELM
261
10
0
14 Oct 2024
Graph Retrieval-Augmented Generation: A Survey
Graph Retrieval-Augmented Generation: A Survey
Boci Peng
Yun Zhu
Yongchao Liu
Xiaohe Bo
Haizhou Shi
Chuntao Hong
Yan Zhang
Siliang Tang
3DV
670
263
0
15 Aug 2024
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs
Maciej Besta
Aleš Kubíček
Robert Gerstenberger
Marcin Chrapek
Roman Niggli
...
Joanna Gajda
Piotr Nyczyk
Jürgen Müller
H. Niewiadomski
Torsten Hoefler
427
27
0
07 Jun 2024
The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support
The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health SupportProceedings of the ACM on Human-Computer Interaction (PACMHCI), 2024
Inhwa Song
Sachin R. Pendse
Neha Kumar
Munmun De Choudhury
AI4MH
326
33
0
25 Jan 2024
Baichuan 2: Open Large-scale Language Models
Baichuan 2: Open Large-scale Language Models
Ai Ming Yang
Bin Xiao
Bingning Wang
Borong Zhang
Ce Bian
...
Youxin Jiang
Yuchen Gao
Yupeng Zhang
Guosheng Dong
Zhiying Wu
ELMLRM
796
918
0
19 Sep 2023
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