Graph Reasoning for Question Answering with Triplet Retrieval

30 May 2023

Papers citing "Graph Reasoning for Question Answering with Triplet Retrieval"

24 / 24 papers shown

Title
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks Martin Böckling Heiko Paulheim Andreea Iana RALM 19 0 0 22 May 2025
ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models Joel Barmettler Abraham Bernstein Luca Rossetto KELM 3DV 49 0 0 10 Apr 2025
Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine Chengfeng Dou Y. Zhang Zhi Jin Wenpin Jiao Haiyan Zhao Yongqiang Zhao Zhengwei Tao 47 0 0 18 Mar 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Siyuan Fang Kaijing Ma Tianyu Zheng Xinrun Du Ningxuan Lu Ge Zhang Qingkun Tang RALM KELM LRM 248 1 0 31 Dec 2024
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li Siqi Miao Pan Li RALM 43 9 0 28 Oct 2024
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models Linhao Luo Zicheng Zhao Chen Gong Gholamreza Haffari Shirui Pan RALM LRM 46 4 0 16 Oct 2024
Pyramid-Driven Alignment: Pyramid Principle Guided Integration of Large Language Models and Knowledge Graphs Lei Sun Xinchen Wang Youdi Li RALM 39 0 0 16 Oct 2024
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering Zhongwu Chen Chengjin Xu Dingmin Wang Zhen Huang Yong Dou Xuhui Jiang Jian Guo RALM 266 1 0 15 Oct 2024
Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering Yu Zhang Kehai Chen Xuefeng Bai zhao kang Quanjiang Guo Min Zhang 45 6 0 02 Oct 2024
Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering Larissa Pusch Tim O. F. Conrad 49 0 0 06 Sep 2024
Graph Retrieval-Augmented Generation: A Survey Boci Peng Yun Zhu Yongchao Liu Xiaohe Bo Haizhou Shi Chuntao Hong Yan Zhang Siliang Tang 3DV 63 67 0 15 Aug 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs Elan Markowitz Anil Ramakrishna Jwala Dhamala Ninareh Mehrabi Charith Peris Rahul Gupta Kai-Wei Chang Aram Galstyan LRM 47 7 0 31 Jul 2024
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering Yuan Sui Yufei He Nian Liu Xiaoxin He Kun Wang Bryan Hooi LRM 65 10 0 22 May 2024
Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering Yao Xu Shizhu He Jiabei Chen Zihao Wang Yangqiu Song Yangqiu Song Kang Liu Jun Zhao 50 18 0 23 Apr 2024
Large Language Models Can Better Understand Knowledge Graphs Than We Thought Xinbang Dai Yuncheng Hua Tongtong Wu Yang Sheng Qiu Ji Guilin Qi 89 0 0 18 Feb 2024
GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models Yuanchun Shen Ruotong Liao Zhen Han Yunpu Ma Volker Tresp 45 1 0 12 Oct 2023
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning Linhao Luo Yuan-Fang Li Gholamreza Haffari Shirui Pan RALM LRM 50 199 0 02 Oct 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 51 729 0 14 Jun 2023
SKILL: Structured Knowledge Infusion for Large Language Models Fedor Moiseev Zhe Dong Enrique Alfonseca Martin Jaggi KELM 58 58 0 17 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 450 8,699 0 28 Jan 2022
Open Domain Question Answering with A Unified Knowledge Interface Kaixin Ma Hao Cheng Xiaodong Liu Eric Nyberg Jianfeng Gao RALM 145 39 0 16 Oct 2021
GNN is a Counter? Revisiting GNN for Question Answering Kuan-Chieh Wang Yuyu Zhang Diyi Yang Le Song Tao Qin LMTD 34 30 0 07 Oct 2021
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko M. Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 211 87 0 29 Dec 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 460 2,592 0 03 Sep 2019