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

18 March 2023

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

20 / 20 papers shown

Title
Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering Longquan Jiang Junbo Huang Cedric Moller Ricardo Usbeck 45 0 0 06 Feb 2025
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 75 1 0 26 Oct 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering Yike Wu Yi Huang Nan Hu Yuncheng Hua Guilin Qi Jiaoyan Chen Jeff Z. Pan 44 6 0 29 Sep 2024
Towards Enhancing Linked Data Retrieval in Conversational UIs using Large Language Models Omar Mussa Omer F. Rana Benoît Goossens Pablo Orozco-Terwengel Charith Perera 24 0 0 24 Sep 2024
Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering M. Lysyuk Mikhail Salnikov Pavel Braslavski Alexander Panchenko 39 1 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 39 2 0 27 Jun 2024
GRAG: Graph Retrieval-Augmented Generation Yuntong Hu Zhihan Lei Zhengwu Zhang Bo Pan Chen Ling Liang Zhao 43 20 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 26 4 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 35 8 0 22 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 26 158 0 06 Feb 2024
Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Ru Li Jeff Z. Pan 30 5 0 18 Oct 2023
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning Linhao Luo Yuan-Fang Li Gholamreza Haffari Shirui Pan RALM LRM 45 190 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 J. Ren Anhuan Xie Wei Song RALM 21 56 0 20 Sep 2023
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? Kai Sun Yongjun Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 36 131 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 30 73 0 11 Aug 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 35 719 0 14 Jun 2023
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs Mingyang Chen Wen Zhang Yuxia Geng Zezhong Xu Jeff Z. Pan Hua-zeng Chen 24 18 0 03 Feb 2023
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
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,452 0 18 Mar 2020
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 234 656 0 09 Sep 2019