capreolus.reranker.DSSM

Module Contents

Classes

DSSM_class
DSSM Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, and Larry Heck. 2013. Learning deep structured semantic models for web search using clickthrough data. In CIKM‘13.
capreolus.reranker.DSSM.logger[source]
class capreolus.reranker.DSSM.DSSM_class(extractor, config)[source]

Bases: torch.nn.Module

forward(self, sentence, query, query_idf)[source]
capreolus.reranker.DSSM.dtype[source]
class capreolus.reranker.DSSM.DSSM(config=None, provide=None, share_dependency_objects=False, build=True)[source]

Bases: capreolus.reranker.Reranker

Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, and Larry Heck. 2013. Learning deep structured semantic models for web search using clickthrough data. In CIKM‘13.

module_name = DSSM[source]
dependencies[source]
config_spec[source]
build_model(self)[source]
score(self, d)[source]
test(self, d)[source]