Self-Training Algorithm

This paper presents a semi-supervised learn- ing framework for mining Chinese-English lexicons from large amount of Chinese Web pages. The issue is motivated by the ob- servation that many Chinese …...

In this paper, we study the task of product record linkage across multiple e-commerce web- sites. We solve this task via a semi-supervised approach and adopt the self-training algorithm for …...

AbstractNeural dependency parsing has proven very effective, achieving state-of-the-art results on numerous domains and languages. Unfortunately, it requires large amounts of labeled data, which is costly and laborious to create. …...