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Jul, 2016
使用词嵌入特征的临床信息提取主动学习的益处
The benefits of word embeddings features for active learning in clinical information extraction
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Mahnoosh Kholghi, Lance De Vine, Laurianne Sitbon, Guido Zuccon, Anthony Nguyen
TL;DR
该研究采用无监督词嵌入和序列特征来提取临床自由文本中的临床概念,通过主动学习框架来进一步减少手动注释工作量,实现了较高的有效性和标注效率节约。
Abstract
Objective This study investigates the use of
word embeddings
and sequence features for sample representation in an
active learning
framework built to extract clinical concepts from clinical free text. The objecti
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