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authorPatrick Simianer <simianer@cl.uni-heidelberg.de>2012-04-07 16:58:55 +0200
committerPatrick Simianer <simianer@cl.uni-heidelberg.de>2012-04-07 16:58:55 +0200
commit715245dc7042ac0dca4fea94031d7c6de8058033 (patch)
tree3a7ff0b88f2e113a08aef663d2487edec0b5f67f /gi/pf/hpyp_tm.h
parent89211ab30937672d84a54fac8fa435805499e38d (diff)
parent6001b81eba37985d2e7dea6e6ebb488b787789a6 (diff)
Merge remote-tracking branch 'upstream/master'
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+#ifndef HPYP_LEX_TRANS
+#define HPYP_LEX_TRANS
+
+#include <vector>
+#include "wordid.h"
+#include "prob.h"
+#include "sampler.h"
+#include "freqdict.h"
+#include "poisson_uniform_word_model.h"
+
+struct FreqBinner;
+template <class B> struct PYPWordModel;
+template <typename T, class B> struct ConditionalPYPWordModel;
+
+struct HPYPLexicalTranslation {
+ explicit HPYPLexicalTranslation(const std::vector<std::vector<WordID> >& lets,
+ const unsigned vocab_size,
+ const unsigned num_letters);
+
+ prob_t Likelihood() const;
+
+ void ResampleHyperparameters(MT19937* rng);
+ prob_t Prob(WordID src, WordID trg) const; // return p(trg | src)
+ void Summary() const;
+ void Increment(WordID src, WordID trg, MT19937* rng);
+ void Decrement(WordID src, WordID trg, MT19937* rng);
+ unsigned UniqueConditioningContexts() const;
+
+ private:
+ const std::vector<std::vector<WordID> >& letters; // spelling dictionary
+ PoissonUniformWordModel base; // "generator" of English types
+ PYPWordModel<PoissonUniformWordModel>* up0; // model English lexicon
+ ConditionalPYPWordModel<PYPWordModel<PoissonUniformWordModel>, FreqBinner>* tmodel; // translation distributions
+ // (model English word | French word)
+ const WordID kX;
+};
+
+#endif