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Code for Neural Chinese Event Detection (mix sequence + BiLSTM + double decoder + joint inference with ILP)

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MixED

Author: Yanxia Qin (Donghua University)

Code for Neural Chinese Event Detection (mix sequence + BiLSTM + double decoder + joint inference with ILP)

Softwares:

Python 3.X, Pytorch >1.0, python-mip 1.13.0

Data:

Prepare ACE_Chinese with three files (train.txt, dev.txt, test.txt). Data format check with sample file in ./data

Run:

Pretrained word embedding: update with your own. Put it in ./data

See ./src/run.sh for training and test commands

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Code for Neural Chinese Event Detection (mix sequence + BiLSTM + double decoder + joint inference with ILP)

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