Concepedia

Relation labeling in product knowledge graphs with large language models for e-commerce

Jiao Chen, Luyi Ma, Xiaohan Li, Jianpeng Xu, Jason H. D. Cho, Kaushiki Nag, Evren Körpeoğlu, Sushant Kumar, Kannan Achan

International Journal of Machine Learning and Cybernetics · 2024 · 10 citations · 33 references

Concepts

ComputingData ScienceE-commerce SystemsKnowledge RepresentationNatural Language ProcessingEntity-relationship ModelingGraph-based LearningInformation ExtractionKnowledge GraphsLanguage ModelingRelation ExtractionKnowledge Graph RepresentationKnowledge Graph Representation LearningKnowledge Graph SemanticsLarge Language ModelsSemantic Relation Extraction

References

33

Advances in neural information processing systems 7

Krzysztof J. Cios, Mark E. Shields · Neurocomputing · 1997 · 22.3K citations

Computing, Computer Science, Neuroscience +14

ChatGPT for good? On opportunities and challenges of large language models for education

Enkelejda Kasneci, Stefan Küchemann, Maria Bannert et al. · Learning and Individual Differences · 2023 · 5.1K citations · Full text

Education, Educational Technology, Teaching +16

Learning Entity and Relation Embeddings for Knowledge Graph Completion

Yankai Lin, Zhiyuan Liu, Maosong Sun et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 3.6K citations · Full text

Computing, Computer Science, Computational Linguistics +15

Large language models encode clinical knowledge

Karan Singhal, Shekoofeh Azizi, Tao Tu et al. · Nature · 2023 · 3.2K citations · Full text

Computing, Health Informatics, Computational Linguistics +16

Convolutional 2D Knowledge Graph Embeddings

Tim Dettmers, Pasquale Minervini, Pontus Stenetorp et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 2.4K citations · Full text

Computing, Data Science, Knowledge Networks +14