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Subword Encoding in Lattice

Published 1 January 2019Open access
Jie Yang, Yue Zhang, Shuailong Liang
Citations59
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TL;DR

This work investigates subword information for Chinese word segmentation, by integrating sub word embeddings trained using byte-pair encoding into a Lattice LSTM (LaLSTM) network over a character sequence.

Abstract

Jie Yang, Yue Zhang, Shuailong Liang. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). 2019.

Keywords

Computer Science