Examples with structures._ParentDoc structures._ParentDoc used on opensource projects

Example 46 with structures._ParentDoc

use of structures._ParentDoc in project IR_Base by Linda-sunshine.

the class ACCTM method computeTestMu4Doc.

protected void computeTestMu4Doc(_ChildDoc d) {
    _ParentDoc pDoc = d.m_parentDoc;
    double mu = Utils.cosine(d.getSparseVct4Infer(), pDoc.getSparseVct4Infer());
    mu = 1e32;
    d.setMu(mu);
}

Example 47 with structures._ParentDoc

use of structures._ParentDoc in project IR_Base by Linda-sunshine.

the class ACCTM method initTest.

protected void initTest(ArrayList<_Doc> sampleTestSet, _Doc d) {
    _ParentDoc pDoc = (_ParentDoc) d;
    for (_Stn stnObj : pDoc.getSentences()) {
        stnObj.setTopicsVct(number_of_topics);
    }
    int testLength = 0;
    pDoc.setTopics4GibbsTest(number_of_topics, 0, testLength);
    sampleTestSet.add(pDoc);
    pDoc.createSparseVct4Infer();
    for (_ChildDoc cDoc : pDoc.m_childDocs) {
        testLength = (int) (m_testWord4PerplexityProportion * cDoc.getTotalDocLength());
        cDoc.setTopics4GibbsTest(number_of_topics, 0, testLength);
        sampleTestSet.add(cDoc);
        cDoc.createSparseVct4Infer();
        computeTestMu4Doc(cDoc);
    }
}

Example 48 with structures._ParentDoc

use of structures._ParentDoc in project IR_Base by Linda-sunshine.

the class ACCTM method collectChildStats.

protected void collectChildStats(_Doc d) {
    _ChildDoc cDoc = (_ChildDoc) d;
    _ParentDoc pDoc = cDoc.m_parentDoc;
    double pDocTopicSum = Utils.sumOfArray(pDoc.m_sstat);
    for (int k = 0; k < this.number_of_topics; k++) cDoc.m_topics[k] += cDoc.m_sstat[k] + d_alpha + cDoc.getMu() * pDoc.m_sstat[k] / pDocTopicSum;
}

Example 49 with structures._ParentDoc

use of structures._ParentDoc in project IR_Base by Linda-sunshine.

the class ACCTM_C method childTopicInDocProb.

@Override
protected double childTopicInDocProb(int tid, _ChildDoc d) {
    _ParentDoc pDoc = d.m_parentDoc;
    double pDocTopicSum = Utils.sumOfArray(pDoc.m_sstat);
    return (d_alpha + d.getMu() * d.m_parentDoc.m_sstat[tid] / pDocTopicSum + d.m_xTopicSstat[0][tid]) / (m_kAlpha + d.getMu() + d.m_xSstat[0]);
}

Example 50 with structures._ParentDoc

use of structures._ParentDoc in project IR_Base by Linda-sunshine.

the class ACCTM_C method initTest.

@Override
protected void initTest(ArrayList<_Doc> sampleTestSet, _Doc d) {
    _ParentDoc pDoc = (_ParentDoc) d;
    for (_Stn stnObj : pDoc.getSentences()) {
        stnObj.setTopicsVct(number_of_topics);
    }
    // //for conditional perplexity
    int testLength = 0;
    pDoc.setTopics4GibbsTest(number_of_topics, 0, testLength);
    sampleTestSet.add(pDoc);
    pDoc.createSparseVct4Infer();
    for (_ChildDoc cDoc : pDoc.m_childDocs) {
        testLength = (int) (m_testWord4PerplexityProportion * cDoc.getTotalDocLength());
        ((_ChildDoc4BaseWithPhi) cDoc).createXSpace(number_of_topics, m_gamma.length, vocabulary_size, d_beta);
        ((_ChildDoc4BaseWithPhi) cDoc).setTopics4GibbsTest(number_of_topics, 0, testLength);
        sampleTestSet.add(cDoc);
        cDoc.createSparseVct4Infer();
        computeTestMu4Doc(cDoc);
    }
}