Pinglv Yang

Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction

Prototype network-based methods have made substantial progress in few-shot relation extraction (FSRE) by enhancing relation prototypes with relation descriptions. However, the distribution of relations and instances in distinct representation spaces isolates the constraints of relations on instances…