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nnlstmcrf_cws's Introduction

A BiLSTM + CRF based Chinese word segmenter

Req

PyTorch1.0, AllenNLP

Run scripts:

export OMP_NUM_THREADS=1

export CUDA_VISIBLE_DEVICES=7

nohup python -u driver/TrainTest.py --config_file config.ctb6.cfg > log 2>&1 & tail -f log

Performance

CTB6 P R F
Dev 57828/59900=0.965 57828/59929=0.965 0.965
Test 78245/81273=0.963 78245/81579=0.959 0.961

Speed

CTB6 Sentence num Times Avg
Dev 2078 10.89s 190 sent/s
Test 2795 14.16s 199 sent/s

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