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.

Attributes

logger

dtype

capreolus.reranker.DSSM.logger[source]
class capreolus.reranker.DSSM.DSSM_class(extractor, config)[source]

Bases: torch.nn.Module

forward(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()[source]
score(d)[source]
test(d)[source]