2 papers
cs.CL2024
Learning Rules from KGs Guided by Language Models
Zihang Peng, Daria Stepanova, Vinh Thinh Ho +3
Advances in information extraction have enabled the automatic construction of large knowledge graphs (e.g., Yago, Wikidata or Google KG), which are widely used in many applications…
cs.AI2018
Hybrid ASP-based Approach to Pattern Mining
Sergey Paramonov, Daria Stepanova, Pauli Miettinen
Detecting small sets of relevant patterns from a given dataset is a central challenge in data mining. The relevance of a pattern is based on user-provided criteria; typically, all…