Variational Reasoning for Question Answering with Knowledge Graph

12 September 2017

Papers citing "Variational Reasoning for Question Answering with Knowledge Graph"

50 / 66 papers shown

Title
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection Han Zhang Langshi Zhou Hanfang Yang LRM RALM ReLM KELM 191 1 0 24 Feb 2025
R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs Sumin Jo Junseong Choi Jiho Kim Edward Choi 48 0 0 18 Feb 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 73 8 0 21 Jan 2025
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 44 35 0 23 Sep 2024
Multi-hop Question Answering over Knowledge Graphs using Large Language Models Abir Chakraborty KELM RALM 46 3 0 30 Apr 2024
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications Wenbo Shang Xin Huang 29 9 0 23 Apr 2024
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models Guanming Xiong Junwei Bao Wen Zhao KELM 64 9 0 23 Feb 2024
Large Language Models Can Better Understand Knowledge Graphs Than We Thought Xinbang Dai Yuncheng Hua Tongtong Wu Yang Sheng Qiu Ji Guilin Qi 82 0 0 18 Feb 2024
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration Fali Wang Runxue Bao Suhang Wang Wenchao Yu Yanchi Liu Wei Cheng Haifeng Chen KELM 21 8 0 18 Feb 2024
KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph Tiezheng Guo Qingwen Yang Chen Wang Yanyi Liu Pan Li Jiawei Tang Dapeng Li Yingyou Wen RALM LRM 36 22 0 26 Dec 2023
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA Dhruv Agarwal Rajarshi Das Sopan Khosla Rashmi Gangadharaiah OffRL 18 7 0 14 Nov 2023
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text Wenting Zhao Ye Liu Tong Niu Yao Wan Philip S. Yu Chenyu You Yingbo Zhou Semih Yavuz LRM 24 6 0 31 Oct 2023
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 42 10 0 24 May 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured Data Jinhao Jiang Kun Zhou Zican Dong Keming Ye Wayne Xin Zhao Ji-Rong Wen LRM LMTD RALM 50 262 0 16 May 2023
Pay More Attention to Relation Exploration for Knowledge Base Question Answering Yong Cao Yuetian Luo Xudong Li Wen Dai Shuai Chen Anru R. Zhang Min Chen Daniel Hershcovich 23 7 0 03 May 2023
Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey from Precision to Interpretability Zhiqiang Zhong A. Barkova Davide Mottin 24 8 0 16 Feb 2023
Contrastive Language-Image Pre-Training with Knowledge Graphs Xuran Pan Tianzhu Ye Dongchen Han S. Song Gao Huang VLM CLIP 30 43 0 17 Oct 2022
GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction Zixiao Wang Yuluo Guo Jin Zhao Yu Zhang Hui Yu Xiaofei Liao Biao Wang Ting Yu DiffM GNN 29 6 0 04 Oct 2022
UIT-ViCoV19QA: A Dataset for COVID-19 Community-based Question Answering on Vietnamese Language T. M. Thai Ngan Ha-Thao Chu A. T. Vo Son T. Luu 25 3 0 14 Sep 2022
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering Over Knowledge Graphs Zile Qiao Wei Ye Tong Zhang Tong Mo Weiping Li Shikun Zhang 36 6 0 02 Sep 2022
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs Ruijie Wang Luca Rossetto Michael Cochez Abraham Bernstein GNN LRM 23 3 0 03 Jun 2022
SKILL: Structured Knowledge Infusion for Large Language Models Fedor Moiseev Zhe Dong Enrique Alfonseca Martin Jaggi KELM 58 58 0 17 May 2022
Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research? Longquan Jiang Ricardo Usbeck 13 17 0 13 May 2022
CBR-iKB: A Case-Based Reasoning Approach for Question Answering over Incomplete Knowledge Bases Dung Ngoc Thai Srinivas Ravishankar Ibrahim Abdelaziz Mudit Chaudhary Nandana Mihindukulasooriya Tahira Naseem Rajarshi Das Pavan Kapanipathi Achille Fokoue Andrew McCallum 29 8 0 18 Apr 2022
Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph Mingchen Li Jonathan Shihao Ji 18 14 0 15 Apr 2022
Sequence-to-Sequence Knowledge Graph Completion and Question Answering Apoorv Saxena Adrian Kochsiek Rainer Gemulla AIMat 45 120 0 19 Mar 2022
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering Jing Zhang Xiaokang Zhang Jifan Yu Jian Tang Jie Tang Cuiping Li Hong Chen 25 118 0 27 Feb 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 25 53 0 22 Feb 2022
OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data Gaochen Wu Bin Xu Yuxin Qin Yang Liu Lingyu Liu Ziwei Wang 24 0 0 31 Dec 2021
Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices Hariom A. Pandya Brijesh S. Bhatt 40 27 0 07 Dec 2021
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 25 0 0 10 Nov 2021
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs Yongrui Chen Huiying Li Guilin Qi Tianxing Wu Tenggou Wang 34 22 0 01 Nov 2021
Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings Guanglin Niu Yang Li Chengguang Tang Zhongkai Hu Shibin Yang Peng Li Chengyu Wang Hao Wang Jian Sun 19 5 0 29 Oct 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning Mattia Atzeni Jasmina Bogojeska Andreas Loukas ReLM LRM 27 15 0 27 Oct 2021
Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning Weiqiang Jin Biao Zhao Hang Yu Xi Tao Ruiping Yin Guizhong Liu 27 59 0 25 Oct 2021
Program Transfer for Answering Complex Questions over Knowledge Bases S. Cao Jiaxin Shi Zijun Yao Xin Lv Jifan Yu Lei Hou Juanzi Li Zhiyuan Liu Jinghui Xiao 35 56 0 12 Oct 2021
Cycle Representation Learning for Inductive Relation Prediction Zuoyu Yan Tengfei Ma Liangcai Gao Zhi Tang Chao Chen 21 20 0 06 Oct 2021
Emily: Developing An Emotion-affective Open-Domain Chatbot with Knowledge Graph-based Persona Weixuan Wang Xiaoling Cai Chongxuan Huang Haoran Wang H. Lu Ximing Liu Wei Peng AI4MH 38 3 0 18 Sep 2021
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering Xi Ye Semih Yavuz Kazuma Hashimoto Yingbo Zhou Caiming Xiong 146 140 0 17 Sep 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting Haohai Sun Jialu Zhong Yunpu Ma Zhen Han Kun He AI4TS 76 150 0 09 Sep 2021
Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model Zhiqi Huang Fenglin Liu Xian Wu Shen Ge Helin Wang Wei Fan Yuexian Zou AuLLM 29 2 0 04 Jul 2021
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions Yunshi Lan Gaole He Jinhao Jiang Jing Jiang Wayne Xin Zhao Ji-Rong Wen 16 160 0 25 May 2021
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs Magdalena Kaiser Rishiraj Saha Roy Gerhard Weikum 29 51 0 11 May 2021
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph Jiaxin Shi S. Cao Lei Hou Juan-Zi Li Hanwang Zhang GNN 34 104 0 15 Apr 2021
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks Endri Kacupaj Joan Plepi Kuldeep Singh Harsh Thakkar Jens Lehmann M. Maleshkova LMTD GNN 38 53 0 04 Apr 2021
Integrating Subgraph-aware Relation and DirectionReasoning for Question Answering Xu Wang Shuai Zhao B. Cheng Jiale Han Yingting Li Hao Yang Ivan Sekulić Guoshun Nan 14 2 0 01 Apr 2021
Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs Joan Plepi Endri Kacupaj Kuldeep Singh Harsh Thakkar Jens Lehmann GNN 21 22 0 13 Mar 2021
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations Haitian Sun Pat Verga Bhuwan Dhingra Ruslan Salakhutdinov William W. Cohen LRM 39 26 0 14 Feb 2021
Communicative Message Passing for Inductive Relation Reasoning Sijie Mai Shuangjia Zheng Yuedong Yang Haifeng Hu LRM 31 101 0 16 Dec 2020
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games Yunqiu Xu Meng Fang Ling-Hao Chen Yali Du Qiufeng Wang Chengqi Zhang OffRL 25 44 0 22 Oct 2020