Character-level Convolutional Neural Network
GPTKB entity
Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Neural Network Architecture
|
| gptkbp:advantage |
Handles Misspellings
Language Independence No Need for Tokenization |
| gptkbp:architecture |
gptkb:convolutional_neural_network
|
| gptkbp:featureExtraction |
Character Embeddings
|
| https://www.w3.org/2000/01/rdf-schema#label |
Character-level Convolutional Neural Network
|
| gptkbp:input |
Character Sequence
|
| gptkbp:introduced |
gptkb:Yann_LeCun
|
| gptkbp:limitation |
Longer Training Time
May Miss Semantic Information Requires Large Datasets |
| gptkbp:popularizedBy |
gptkb:Xiang_Zhang
gptkb:Junbo_Zhao gptkb:Yann_LeCun |
| gptkbp:publishedIn |
Character-level Convolutional Networks for Text Classification (2015)
|
| gptkbp:relatedTo |
gptkb:transformation
gptkb:Recurrent_Neural_Network Word-level Convolutional Neural Network |
| gptkbp:usedFor |
gptkb:Text_Classification
Sentiment Analysis Language Modeling |
| gptkbp:bfsParent |
gptkb:Character-level_Convolutional_Networks_for_Text_Classification
|
| gptkbp:bfsLayer |
7
|