Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
learning to rank algorithm
|
| gptkbp:author |
gptkb:Tie-Yan_Liu
Tao Qin Hang Li Ming-Feng Tsai Zhe Cao |
| gptkbp:citation |
highly cited
|
| gptkbp:developedBy |
gptkb:Microsoft_Research_Asia
|
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning information retrieval |
| https://www.w3.org/2000/01/rdf-schema#label |
ListNet
|
| gptkbp:input |
list of documents
|
| gptkbp:introducedIn |
2007
|
| gptkbp:lossFunction |
listwise loss
|
| gptkbp:optimizationObjective |
minimize loss between predicted and ground truth ranking
|
| gptkbp:output |
ranked list
|
| gptkbp:publishedIn |
gptkb:ICML_2007
|
| gptkbp:relatedTo |
gptkb:RankNet
gptkb:LambdaRank ListMLE |
| gptkbp:type |
supervised learning
|
| gptkbp:usedFor |
gptkb:machine_learning
information retrieval ranking tasks |
| gptkbp:bfsParent |
gptkb:Learning_to_Rank
|
| gptkbp:bfsLayer |
7
|