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

2. sentiment analysis

python train_senti.py model_type # eg. python train_senti.py DeepMem, options are DeepMem or AT_LSTM