DE-ESD: Dual encoder-based entity synonym discovery using pre-trained contextual embeddings

Subin Huang, Junjie Chen, Chengzhen Yu, Daoyu Li, Qing Zhou, Sanmin Liu

Abstract: Highlights•An innovative dual encoder architecture for entity synonym discovery.•An extractor to generate multi-perspective contextual embeddings of entity mentions.•An online algorithm for mining entity synonym sets from open text streams.•An experimental analysis on two real-world datasets.