VWS-DMSC

Source code for NAACL 2019 paper A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification

Requirements

* Python3
* tensorflow-gpu 1.6 -- 1.10
* tqdm
* munkres

To predict the polarity of all aspects on both dataset

sh test.sh

To predict the polarity of aspect 0 (could be 0-6) on tripadvisor

python tripadvisor.py --aspect 0

To predict the polarity of aspect 0 (could be 0-3) on beer

python beer.py --aspect 0

Name		Name	Last commit message	Last commit date
Latest commit History 52 Commits
data		data
model		model
util		util
.gitignore		.gitignore
README.md		README.md
avg_acc.py		avg_acc.py
beer.py		beer.py
evaluator.py		evaluator.py
func.py		func.py
main.py		main.py
model.py		model.py
test.sh		test.sh
tripadvisor.py		tripadvisor.py