An Empirical Study of Pre-trained Language Models in Simple Knowledge
Graph Question Answering

An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering

World wide web (Bussum) (WWWB), 2023

18 March 2023

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Papers citing "An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering"

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Title
ARUQULA -- An LLM based Text2SPARQL Approach using ReAct and Knowledge Graph Exploration Utilities Felix Brei Lorenz Bühmann Johannes Frey Daniel Gerber Lars-Peter Meyer Claus Stadler Kirill Bulert 179 1 0 02 Oct 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 192 1 0 06 Feb 2025
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge RetrieversNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 452 4 0 26 Oct 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yike Wu Yi Huang Nan Hu Yuncheng Hua Guilin Qi Jiaoyan Chen Jeff Z. Pan 338 21 0 29 Sep 2024
Towards Enhancing Linked Data Retrieval in Conversational UIs using Large Language ModelsWISE (WISE), 2024 Omar Mussa Omer F. Rana Benoît Goossens Pablo Orozco-Terwengel Charith Perera 213 0 0 24 Sep 2024
Konstruktor: A Strong Baseline for Simple Knowledge Graph Question AnsweringInternational Conference on Applications of Natural Language to Data Bases (NLDB), 2024 M. Lysyuk Mikhail Salnikov Pavel Braslavski Sergey Petrakov 168 3 0 24 Sep 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 260 7 0 27 Jun 2024
GRAG: Graph Retrieval-Augmented Generation Yuntong Hu Zhihan Lei Zhengwu Zhang Bo Pan Chen Ling Bo Pan 474 70 0 26 May 2024
Prompting Large Language Models with Knowledge Graphs for Question Answering Involving Long-tail Facts Wenyu Huang Guancheng Zhou Mirella Lapata Pavlos Vougiouklis Sébastien Montella Jeff Z. Pan KELM 172 16 0 10 May 2024
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering Chang Zong Yuchen Yan Weiming Lu Jian Shao Eliot Huang Heng Chang Yueting Zhuang LLMAG 197 30 0 22 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2024 Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 430 247 0 06 Feb 2024
Multi-view Contrastive Learning for Entity Typing over Knowledge GraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Ru Li Jeff Z. Pan 215 6 0 18 Oct 2023
Reasoning on Graphs: Faithful and Interpretable Large Language Model ReasoningInternational Conference on Learning Representations (ICLR), 2023 Linhao Luo Yuan-Fang Li Gholamreza Haffari Shirui Pan RALM LRM 479 377 0 02 Oct 2023
Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering Yike Wu Nan Hu Sheng Bi Guilin Qi Jie Ren Anhuan Xie Wei Song RALM 277 87 0 20 Sep 2023
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?North American Chapter of the Association for Computational Linguistics (NAACL), 2023 Kai Sun Yongjun Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 376 189 0 20 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 249 112 0 11 Aug 2023
Unifying Large Language Models and Knowledge Graphs: A RoadmapIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 491 1,105 0 14 Jun 2023
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge GraphsInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Yin Hua Wen Zhang Yuxia Geng Zezhong Xu Jeff Z. Pan Hua-zeng Chen 222 23 0 03 Feb 2023