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Variational Reasoning for Question Answering with Knowledge Graph

12 September 2017

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

50 / 195 papers shown

Title
Efficient Multi-Hop Question Answering over Knowledge Graphs via LLM Planning and Embedding-Guided Search Manil Shrestha Edward Kim KELM 191 0 0 24 Nov 2025
Learning to Refine: An Agentic RL Approach for Iterative SPARQL Query Construction Floris Vossebeld Shenghui Wang 28 0 0 14 Nov 2025
Generalizable Blood Cell Detection via Unified Dataset and Faster R-CNN Siddharth Sahay 212 0 0 11 Nov 2025
DEEPAMBIGQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer Completeness Jiabao Ji Min Li Priyanshu Kumar Shiyu Chang Saloni Potdar 70 0 0 03 Nov 2025
Hierarchical Sequence Iteration for Heterogeneous Question Answering Ruiyi Yang Hao Xue Imran Razzak Hakim Hacid Flora D. Salim 76 0 0 23 Oct 2025
PRoH: Dynamic Planning and Reasoning over Knowledge Hypergraphs for Retrieval-Augmented Generation Xiangjun Zai Xingyu Tan Xiaoyang Wang Qing Liu Xiwei Xu Wenjie Zhang 61 0 0 14 Oct 2025
Provably Accelerated Imaging with Restarted Inertia and Score-based Image Priors Marien Renaud Julien Hermant Deliang Wei Yu Sun 104 0 0 08 Oct 2025
Graph-S3: Enhancing Agentic textual Graph Retrieval with Synthetic Stepwise Supervision Ge Chang Jinbo Su Jiacheng Liu Pengfei Yang Yuhao Shang Huiwen Zheng Hongli Ma Yan Liang Y. Li Yunxin Liu RALM LRM 98 0 0 01 Oct 2025
COMPKE: Complex Question Answering under Knowledge EditingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Keyuan Cheng Zijian Kan Zhixian He Zhuoran Zhang Muhammad Asif Ali Ke Xu Lijie Hu Di Wang KELM 260 3 0 01 Jun 2025
Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning Vasilije Markovic Lazar Obradovic Laszlo Hajdu Jovan Pavlovic 174 4 0 30 May 2025
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks Martin Böckling Heiko Paulheim Andreea Iana RALM 278 1 0 22 May 2025
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs Jie Ma Ning Qu Zhitao Gao Rui Xing Jun Liu ... Jiang Xie Linyun Song Pinghui Wang Jing Tao Zhou Su 270 3 0 21 May 2025
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering Jasper Linders Jakub M. Tomczak RALM 171 3 0 11 Apr 2025
KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs Elan Markowitz Krupa Galiya Greg Ver Steeg Aram Galstyan 173 1 0 09 Apr 2025
FamilyTool: A Multi-hop Personalized Tool Use Benchmark Yuxin Wang Yiran Guo Y. Zheng Zhangyue Yin Tian Jin Jie Yang Jiajun Chen Yuan Li Qi Zhang Xipeng Qiu 284 0 0 09 Apr 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye Xiao Chen Siqiang Luo 3DV 393 11 0 08 Apr 2025
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs Francesco Cazzaro Justin Kleindienst Sofia Marquez A. Quattoni 194 0 0 07 Mar 2025
Dynamic-KGQA: A Scalable Framework for Generating Adaptive Question Answering DatasetsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Preetam Prabhu Srikar Dammu Himanshu Naidu Chirag Shah 443 3 0 06 Mar 2025
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection Han Zhang Langshi Zhou Yuheng Ma LRM RALM ReLM KELM 901 3 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 399 3 0 18 Feb 2025
Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question AnsweringInternational Computer Science Conference (ICSC), 2025 Longquan Jiang Junbo Huang Cedric Moller Ricardo Usbeck 184 0 0 06 Feb 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou ... Hao-Heng Chen Chuang Zhou Yi-Ju Chang Yi-Ju Chang Xiao Huang 3DV 486 62 0 21 Jan 2025
APEX $^2$ : Adaptive and Extreme Summarization for Personalized Knowledge GraphsKnowledge Discovery and Data Mining (KDD), 2024 Zihao Li Dongqi Fu Mengting Ai Jingrui He 238 16 0 23 Dec 2024
Text2Cypher: Bridging Natural Language and Graph Databases Makbule Gulcin Ozsoy Leila Messallem Jon Besga Gianandrea Minneci 225 22 0 13 Dec 2024
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal AssistantConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 A. S. Penamakuri Anand Mishra 300 2 0 24 Oct 2024
A Prompt Engineering Approach and a Knowledge Graph based Framework for Tackling Legal Implications of Large Language Model Answers George Hannah Rita T. Sousa Ioannis Dasoulas Claudia dÁmato AILaw ELM 144 2 0 19 Oct 2024
RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs Jiatan Huang Mingchen Li Zonghai Yao Zhichao Yang Yongkang Xiao Feiyun Ouyang Xiaohan Li Shuo Han Hong-ye Yu RALM 297 5 0 17 Oct 2024
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 273 91 0 23 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 530 244 0 15 Aug 2024
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering Wen Zhang Long Jin Yushan Zhu Jiaoyan Chen Zhiwei Huang Junjie Wang Yin Hua Lei Liang Huajun Chen LMTD 248 7 0 27 Jun 2024
Knowledge Graph-Enhanced Large Language Models via Path Selection Haochen Liu Song Wang Yaochen Zhu Yushun Dong Jundong Li KELM 172 38 0 19 Jun 2024
A Survey of Useful LLM Evaluation Ji-Lun Peng Sijia Cheng Egil Diau Yung-Yu Shih Po-Heng Chen Yen-Ting Lin Yun-Nung Chen LLMAG ELM 240 31 0 03 Jun 2024
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning Costas Mavromatis George Karypis RALM LRM ReLM 298 136 0 30 May 2024
Multi-hop Question Answering over Knowledge Graphs using Large Language Models Abir Chakraborty KELM RALM 175 10 0 30 Apr 2024
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications Wenbo Shang Xin Huang 357 13 0 23 Apr 2024
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-CorrectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Xiang Huang Sitao Cheng Shanshan Huang Jiayu Shen Yong Xu Chaoyun Zhang Yuzhong Qu KELM LRM 298 30 0 18 Mar 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured EnvironmentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Sitao Cheng Ziyuan Zhuang Yong Xu Fangkai Yang Chaoyun Zhang ... Ling Chen Qingwei Lin Dongmei Zhang Saravan Rajmohan Qi Zhang KELM LLMAG LRM 195 33 0 13 Mar 2024
HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning Hanning Chen Yang Ni Ali Zakeri Zhuowen Zou Sanggeon Yun Fei Wen Behnam Khaleghi Narayan Srinivasa Hugo Latapie Mohsen Imani 114 8 0 09 Mar 2024
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models Guanming Xiong Junwei Bao Wen Zhao KELM 311 29 0 23 Feb 2024
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments Yu Gu Yiheng Shu Hao Yu Xiao Liu Yuxiao Dong Jie Tang Jayanth Srinivasa Hugo Latapie Yu-Chuan Su KELM LLMAG 278 45 0 22 Feb 2024
Question Calibration and Multi-Hop Modeling for Temporal Question Answering Chao Xue Di Liang Pengfei Wang Jing Zhang 163 19 0 20 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 349 10 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 194 23 0 18 Feb 2024
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph Jinhao Jiang Kun Zhou Wayne Xin Zhao Yang Song Chen Zhu Hengshu Zhu Ji-Rong Wen LLMAG RALM 122 78 0 17 Feb 2024
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases Jiajie Zhang S. Cao Linmei Hu Ling Feng Lei Hou Juanzi Li KELM 106 4 0 02 Feb 2024
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM Chaojie Wang Yishi Xu Zhong Peng Chenxi Zhang Bo Chen Xinrun Wang Lei Feng Rui Hu 271 25 0 31 Dec 2023
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge GraphConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jinhao Jiang Kun Zhou Wayne Xin Zhao Yaliang Li Ji-Rong Wen LRM 141 42 0 30 Dec 2023
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 396 43 0 26 Dec 2023
Relation-Aware Question Answering for Heterogeneous Knowledge Graphs Haowei Du Quzhe Huang Chen Li Chen Zhang Yang Li Dongyan Zhao 144 3 0 19 Dec 2023
Increasing Coverage and Precision of Textual Information in Multilingual Knowledge GraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Simone Conia Min Li Daniel Lee U. F. Minhas Ihab F. Ilyas Yunyao Li 179 11 0 27 Nov 2023