private static LinkedUtterance[] cachedLinkedUtterancesTrain(SimpleQuestionDumpProcessor simpleQuestions, FreebaseDbProvider db, QuestionDialog[] trainDialogs)
{
var linkedUtterances = ComputationCache.Load("linked_all_train", 1, () =>
{
var linker = new GraphDisambiguatedLinker(db, "./verbs.lex");
var linkedUtterancesList = new List <LinkedUtterance>();
foreach (var dialog in trainDialogs)
{
var linkedUtterance = linker.LinkUtterance(dialog.Question, 1).First();
linkedUtterancesList.Add(linkedUtterance);
}
return(linkedUtterancesList);
}).ToArray();
return(linkedUtterances);
}
private static ComposedGraph cachedEntityGraph(SimpleQuestionDumpProcessor simpleQuestions, QuestionDialog[] trainDialogs, LinkedUtterance[] linkedUtterances)
{
return(ComputationCache.Load("knowledge_all_train", 1, () =>
{
var trainEntities = getQAEntities(trainDialogs, linkedUtterances);
//var layer = simpleQuestions.GetLayerFromIds(trainEntities);
foreach (var entityId in trainEntities)
{
simpleQuestions.AddTargetMid(FreebaseDbProvider.GetMid(entityId));
}
simpleQuestions.RunIteration();
var layer = simpleQuestions.GetLayerFromIds(simpleQuestions.AllIds);
var graph = new ComposedGraph(layer);
return graph;
}));
}