Statements (30)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
learning to rank algorithm
|
| gptkbp:application |
gptkb:machine_learning
search engines |
| gptkbp:author |
Tal Shaked
Ari Lazier Chris Burges Erik Renshaw Greg Hullender Matt Deeds Nicole Hamilton |
| gptkbp:basedOn |
gptkb:convolutional_neural_network
|
| gptkbp:citation |
2005
Learning to Rank using Gradient Descent ICML 2005 |
| gptkbp:developedBy |
gptkb:Microsoft_Research
|
| https://www.w3.org/2000/01/rdf-schema#label |
RankNet
|
| gptkbp:influenced |
gptkb:LambdaMART
gptkb:LambdaRank |
| gptkbp:input |
pairwise document comparison
|
| gptkbp:introducedIn |
2005
|
| gptkbp:lossFunction |
cross-entropy loss
|
| gptkbp:output |
ranking score
|
| gptkbp:relatedTo |
gptkb:ListNet
gptkb:RankBoost RankSVM |
| gptkbp:trainer |
labeled document pairs
|
| gptkbp:usedFor |
information retrieval
web search ranking |
| gptkbp:bfsParent |
gptkb:Learning_to_Rank
|
| gptkbp:bfsLayer |
7
|