Affiliation (Please provide the actual affiliation(s) if available)
knowledge graph;company similarity quantification;heterogeneous graph;benchmarks;self-supervised learning;graph neural network;text embedding;similarity prediction;similarity ranking;competitor retrieval;investment;private equity
CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification