Modeling Claim Dependency Structure for Patent Litigation Prediction with Graph Attention Networks

Takao Arai, Hiroyasu Inoue

Patent litigation imposes substantial costs on firms and distorts R&D incentives, making early risk identification a practically important task. While prior work has applied BERT-b…