/Multi_view_journal

Primary LanguagePython

Learning Sentiment Sentence Representation with Multiview Attention Model

This repo contains PyTorch deep learning models for sentiment classification.

Requirement

transformers
yaml
easydict
torchtext
spacy

Usage

  • running a model over glove
# dataset: sst5 subj mr cr ags ec reuters
# trainer: glove (over glove) bert (over bert)

python run.py --run train --dataset sst5 --model single --trainer glove
  • running a model over bert
python run.py --run train --dataset sst5 --model single --trainer bert

Noting

All training Hyper-Parameters are set in cfgs/config.py and model parameters in cfgs/single.yml.