Evaluating Language Models for Knowledge Base Completion

Evaluating Language Models for Knowledge Base Completion

20 March 2023

Sneha Singhania

Simon Razniewski

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Papers citing "Evaluating Language Models for Knowledge Base Completion"

17 / 17 papers shown

Title
InFact: Informativeness Alignment for Improved LLM Factuality Roi Cohen Russa Biswas Gerard de Melo 56 0 0 26 May 2025
Reasoning Capabilities and Invariability of Large Language Models Alessandro Raganato Rafael Peñaloza Marco Viviani G. Pasi ReLM LRM 144 0 0 01 May 2025
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion Qiyuan He Jianfei Yu Wenya Wang LRM 137 1 0 03 Jan 2025
Enabling LLM Knowledge Analysis via Extensive Materialization Yujia Hu Tuan-Phong Nguyen Shrestha Ghosh Simon Razniewski KELM 81 0 0 07 Nov 2024
NetSafe: Exploring the Topological Safety of Multi-agent Networks Miao Yu Shilong Wang Guibin Zhang Junyuan Mao Chenlong Yin Qijiong Liu Qingsong Wen Kun Wang Yang Wang 91 12 0 21 Oct 2024
Knowledge Prompting: How Knowledge Engineers Use Large Language Models Elisavet Koutsiana Johanna Walker Michelle Nwachukwu Albert Meroño-Peñuela Elena Simperl 83 1 0 02 Aug 2024
From human experts to machines: An LLM supported approach to ontology and knowledge graph construction Vamsi Krishna Kommineni B. König-Ries Sheeba Samuel 106 42 0 13 Mar 2024
A Language Model based Framework for New Concept Placement in Ontologies Hang Dong Jiaoyan Chen Yuan He Yongsheng Gao Ian Horrocks 96 8 0 27 Feb 2024
Can Language Models Act as Knowledge Bases at Scale? Qiyuan He Yizhong Wang Wenya Wang KELM LRM 92 12 0 22 Feb 2024
Evaluating the Knowledge Base Completion Potential of GPT Blerta Veseli Simon Razniewski Jan-Christoph Kalo Gerhard Weikum KELM ELM 101 8 0 23 Oct 2023
Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities Jiaoyan Chen Hang Dong Janna Hastings Ernesto Jiménez-Ruiz Vanessa Lopez Pierre Monnin Catia Pesquita Petr vSkoda Valentina A. M. Tamma 105 12 0 29 Sep 2023
Towards Ontology Construction with Language Models Maurice Funk Simon Hosemann J. C. Jung Carsten Lutz LRM 85 36 0 18 Sep 2023
Using Large Language Models for Knowledge Engineering (LLMKE): A Case Study on Wikidata Bohui Zhang Ioannis Reklos Nitisha Jain Albert Meroño-Peñuela Elena Simperl 73 9 0 15 Sep 2023
Rethinking Language Models as Symbolic Knowledge Graphs Vishwas Mruthyunjaya Pouya Pezeshkpour Estevam R. Hruschka Nikita Bhutani ELM ALM 47 12 0 25 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 99 79 0 11 Aug 2023
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text Nandana Mihindukulasooriya Sanju Tiwari Carlos F. Enguix K. Lata 99 63 0 04 Aug 2023
Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey Simon Razniewski Hiba Arnaout Tuan-Phong Nguyen Fabian M. Suchanek 89 10 0 09 May 2023