convolutional DSSM (CDSSM)

URI: https://gptkb.org/entity/convolutional_DSSM_(CDSSM)
GPTKB entity
Statements (38)
Predicate Object
gptkbp:instanceOf gptkb:convolutional_neural_network
gptkbp:application document ranking
query-document similarity
gptkbp:author gptkb:Larry_Heck
gptkb:Paul_Smolensky
gptkb:Alex_Acero
gptkb:Jianfeng_Gao
gptkb:Li_Deng
gptkb:Po-Sen_Huang
gptkb:Xiaodong_He
gptkbp:basedOn gptkb:Deep_Structured_Semantic_Model_(DSSM)
gptkbp:citation gptkb:Learning_Deep_Structured_Semantic_Models_for_Web_Search_using_Clickthrough_Data
gptkbp:developedBy gptkb:Microsoft_Research
gptkbp:feature convolutional layers
max-pooling layers
character-level n-gram representation
semantic vector embedding
gptkbp:fullName convolutional Deep Structured Semantic Model
https://www.w3.org/2000/01/rdf-schema#label convolutional DSSM (CDSSM)
gptkbp:improves gptkb:DSSM
gptkbp:input gptkb:text
manual
query
gptkbp:language gptkb:Python
gptkb:C#
gptkbp:openSource gptkb:TensorFlow
gptkb:PyTorch
Microsoft CNTK
gptkbp:publishedIn gptkb:CIKM_2014
gptkbp:relatedTo deep learning
semantic hashing
information retrieval models
gptkbp:usedFor information retrieval
web search
semantic matching
gptkbp:uses convolutional neural networks
gptkbp:bfsParent gptkb:Deep_Structured_Semantic_Model_(DSSM)
gptkbp:bfsLayer 7