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Corporate Credit Rating: A Survey
Corporate credit rating (CCR) plays a very important role in the process of contemporary economic and social development.
Adversarial Semi-supervised Learning for Corporate Credit Ratings
Corporate credit rating is an analysis of credit risks within a corporation, which plays a vital role during the management of financial risk.
Contrastive Pre-training for Imbalanced Corporate Credit Ratings
To tackle that, inspried by the recent advances of pre-train techniques in self-supervised representation learning, we propose a novel framework named Contrastive Pre-training for Corporate Credit Rating (CP4CCR), which utilizes the self-surpervision for getting over class imbalance.
Every Corporation Owns Its Image: Corporate Credit Ratings via Convolutional Neural Networks
Credit rating is an analysis of the credit risks associated with a corporation, which reflect the level of the riskiness and reliability in investing.
Every Corporation Owns Its Structure: Corporate Credit Ratings via Graph Neural Networks
In this paper, to overcome such problems, we propose a novel model, Corporate Credit Rating via Graph Neural Networks, CCR-GNN for brevity.
