Joint Chinese word segmentation and punctuation prediction using deep recurrent neural network for social media data

Abstract

In this work, we propose to jointly perform Chinese word segmentation (CWS) and punctuation prediction (PU) in a unified framework using deep recurrent neural network (DRNN). We further perform a comparative study among the joint frameworks, the isolated prediction and the pipeline methods that link the two tasks sequentially, on a social media corpus. Our… (More)
DOI: 10.1109/IALP.2015.7451527

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