Citation Metadata Extraction via Deep Neural Network-based Segment Sequence Labeling
Dong Un An, Liangcai Gao, Zhuoren Jiang, Runtao Liu, Zhi Tang · 2017
Citation metadata extraction plays an important role in academic information retrieval and knowledge management. Current works on this task generally use rule-based, template-based or learning-based approaches but these methods usually either rely on handcrafted features or are limited with domains. Recently, neural networks have shown strong ability in addressing sequence labeling tasks.