Alternatives To Gcae
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
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CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案
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Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
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Spacy Pretrain Polyaxon64
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Example using Polyaxon to experiment with pre-training spaCy
3 years ago5Python
A text classification example with Bert/ELMo/GloVe in pytorch
6 years ago4Python
Text Classification Pytorch47
a year agoPython
Implementation of papers for text classification task on SST-1/SST-2
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reference pytorch code for intent classification
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Code and data for Aspect Based Sentiment Analysis with Gated Convolutional Networks

  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       = {},
  timestamp = {Thu, 12 Jul 2018 14:15:56 +0200},
  biburl    = {},
  bibsource = {dblp computer science bibliography,}


Download glove or word2vec file and change the path in 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

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