@inproceedings{DBLP:conf/acl/LiX18,
author = {Wei Xue and Tao Li},
title = {Aspect Based Sentiment Analysis with Gated Convolutional Networks},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {2514--2523},
year = {2018},
crossref = {DBLP:conf/acl/2018-1},
url = {https://aclanthology.info/papers/P18-1234/p18-1234},
timestamp = {Thu, 12 Jul 2018 14:15:56 +0200},
biburl = {https://dblp.org/rec/bib/conf/acl/LiX18},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Download glove or word2vec file and change the path in w2v.py correspondingly.
python -m run -lr 1e-2 -batch-size 32 -verbose 1 -model CNN_Gate_Aspect -embed_file glove -r_l r -epochs 13
python -m run -lr 1e-2 -batch-size 32 -verbose 1 -model CNN_Gate_Aspect -embed_file glove -r_l r -year 14 -epochs 5
python -m run -lr 5e-3 -batch-size 32 -verbose 1 -model CNN_Gate_Aspect -embed_file glove -r_l r -year 14 -epochs 6 -atsa
python -m run -lr 5e-3 -batch-size 32 -verbose 1 -model CNN_Gate_Aspect -embed_file glove -r_l l -year 14 -epochs 5 -atsa
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent