Understanding and Improving Multi-Sense Word Embeddings via Extended Robust Principal Component Analysis

Haoyue Shi, Yuqi Sun, Junfeng Hu

Unsupervised learned representations of polysemous words generate a large of pseudo multi senses since unsupervised methods are overly sensitive to contextual variations. In this p…