Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities

Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities

26 May 2025

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Papers citing "Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities"

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Title
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering Jiajie Zhang S. Cao Tingjia Zhang Xin Lv Jiaxin Shi Qingwen Tian Juanzi Li Lei Hou 82 13 0 24 May 2023
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Percy Liang J. Leskovec 92 204 0 17 Oct 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 290 1,299 0 20 Sep 2022
Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering Haowei Du Quzhe Huang Chen Zhang Dongyan Zhao 69 4 0 07 Sep 2022
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering Jing Zhang Yanling Wang Jifan Yu Jian Tang Jie Tang Cuiping Li Hong Chen 89 131 0 27 Feb 2022
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering Xikun Zhang Antoine Bosselut Michihiro Yasunaga Hongyu Ren Percy Liang Christopher D. Manning J. Leskovec ReLM AI4MH LRM 78 231 0 21 Jan 2022
Complex Temporal Question Answering on Knowledge Graphs Zhen Jia Soumajit Pramanik Rishiraj Saha Roy Gerhard Weikum 262 111 0 18 Sep 2021
SituatedQA: Incorporating Extra-Linguistic Contexts into QA Michael J.Q. Zhang Eunsol Choi RALM 81 154 0 13 Sep 2021
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 126 811 0 28 Sep 2020
Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen RALM 94 251 0 17 Sep 2020
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 146 1,754 0 02 Nov 2018