Huasheng Liang

MGAD: Learning Descriptional Representation Distilled from Distributional Semantics for Unseen Entities

Entity representation plays a central role in building effective entity retrieval models. Recent works propose to learn entity representations based on entity-centric contexts, which achieve SOTA performances on many tasks. However, these methods lead to poor representations for unseen entities sinc…