Papers › Long Short-Term Memory Neural Networks for Chinese Word Segmentation

Long Short-Term Memory Neural Networks for Chinese Word Segmentation

1 Sep 2015EMNLP 2015 9archive 2025-07-28

Xinchi Chen, Xipeng Qiu, Chenxi Zhu, PengFei Liu, Xuanjing Huang

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Tasks

Chinese Word SegmentationFeature Engineering

Results from the paper archive 2025-07-28

TaskDatasetModelMetricValueRank at snapshotLeaderboardReport
Chinese Word Segmentation MSRA Pre-trained+bigram+ LSTM+CRF F1 97.4 #3 of 3 Archive leaderboard report

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Methods

LSTMSigmoid ActivationTanh Activation

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