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/ ALA Public
forked from AlexYangLi/ALA

Attention-based LSTM model with the Aspect information to solve financial opinion mining problem (WWW 2018 shared task1)

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eshijia/ALA

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ALA

Attention-based LSTM model with the Aspect information to solve financial opinion mining problem ( WWW 2018 shared task1 )

Requirements

  • python >=3.5
  • tensorflow
  • numpy
  • pickle
  • nltk
  • gensim

Preprocessing

run the script to finish preprocessing:

sh preprocess.sh

Training

  1. aspect classification
python train_aspect.py
  1. sentiment analysis
python train_senti.py model_type # eg. python train_senti.py DeepMem, options are DeepMem or AT_LSTM

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Attention-based LSTM model with the Aspect information to solve financial opinion mining problem (WWW 2018 shared task1)

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