Heterogeneous Dependency Graph-Guided Attentionfor Patent Representation Learning

Yongmin Yoo, Qiongkai Xu, Zhangkai Wu +1

Pre-trained language models advance patent classification and retrieval via encoding claims as flat token sequences, yet overlooking the dependency hierarchy among claims. Incorpor…