convolutional DSSM (CDSSM)

GPTKB entity

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
gptkbp:improves	gptkb:DSSM
gptkbp:input	gptkb:text gptkb: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
http://www.w3.org/2000/01/rdf-schema#label	convolutional DSSM (CDSSM)