arXiv Open Access 2015

Medical Synonym Extraction with Concept Space Models

Chang Wang Liangliang Cao Bowen Zhou

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Abstrak

In this paper, we present a novel approach for medical synonym extraction. We aim to integrate the term embedding with the medical domain knowledge for healthcare applications. One advantage of our method is that it is very scalable. Experiments on a dataset with more than 1M term pairs show that the proposed approach outperforms the baseline approaches by a large margin.

Topik & Kata Kunci

cs.CL

Penulis (3)

Chang Wang

Liangliang Cao

Bowen Zhou

Format Sitasi

APA MLA BibTeX

Wang, C., Cao, L., Zhou, B. (2015). Medical Synonym Extraction with Concept Space Models. https://arxiv.org/abs/1506.00528

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Informasi Jurnal

Tahun Terbit: 2015
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓