Deep Structured Semantic Model (DSSM)
GPTKB entity
Statements (21)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:architecture |
gptkb:model
|
| gptkbp:citation |
Huang, Po-Sen, et al. 'Learning Deep Structured Semantic Models for Web Search.' WWW 2013.
|
| gptkbp:developedBy |
gptkb:Microsoft_Research
|
| https://www.w3.org/2000/01/rdf-schema#label |
Deep Structured Semantic Model (DSSM)
|
| gptkbp:influenced |
gptkb:convolutional_DSSM_(CDSSM)
gptkb:recurrent_DSSM_(RDSSM) |
| gptkbp:input |
gptkb:text
|
| gptkbp:introducedIn |
2013
|
| gptkbp:language |
gptkb:Python
gptkb:C++ |
| gptkbp:mapType |
semantic vector space
|
| gptkbp:relatedTo |
deep learning
representation learning semantic matching |
| gptkbp:trainer |
clickthrough data
|
| gptkbp:usedFor |
information retrieval
web search document ranking |
| gptkbp:bfsParent |
gptkb:Learning_Deep_Structured_Semantic_Models_for_Web_Search
|
| gptkbp:bfsLayer |
6
|