CNN for Sentence Classification (2014)
GPTKB entity
Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:author |
gptkb:Yoon_Kim
|
| gptkbp:citation |
highly cited
|
| gptkbp:contribution |
showed pre-trained word vectors improve performance
demonstrated effectiveness of CNNs for text classification |
| https://www.w3.org/2000/01/rdf-schema#label |
CNN for Sentence Classification (2014)
|
| gptkbp:method |
simple CNN architecture for sentence classification
|
| gptkbp:publicationYear |
2014
|
| gptkbp:publishedIn |
gptkb:EMNLP_2014
|
| gptkbp:topic |
convolutional neural networks
natural language processing sentence classification |
| gptkbp:trainer |
gptkb:SST-2
gptkb:CR gptkb:SST-1 gptkb:TREC MR MPQA Subj |
| gptkbp:url |
https://arxiv.org/abs/1408.5882
|
| gptkbp:bfsParent |
gptkb:Yoon_Kim
|
| gptkbp:bfsLayer |
7
|