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127 lines
4.5 KiB
C
127 lines
4.5 KiB
C
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// $Id$
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/***********************************************************************
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Moses - factored phrase-based language decoder
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Copyright (C) 2006 University of Edinburgh
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This library is free software; you can redistribute it and/or
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modify it under the terms of the GNU Lesser General Public
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License as published by the Free Software Foundation; either
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version 2.1 of the License, or (at your option) any later version.
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This library is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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Lesser General Public License for more details.
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You should have received a copy of the GNU Lesser General Public
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License along with this library; if not, write to the Free Software
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Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
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***********************************************************************/
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#pragma once
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#include <string>
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#include <vector>
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#include "Factor.h"
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#include "TypeDef.h"
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#include "Util.h"
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#include "ScoreProducer.h"
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#include "Word.h"
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class FactorCollection;
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class Factor;
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class Phrase;
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//! Abstract base class which represent a language model on a contiguous phrase
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class LanguageModel : public ScoreProducer
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{
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protected:
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float m_weight; //! scoring weight. Shouldn't this now be superceded by ScoreProducer???
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std::string m_filePath; //! for debugging purposes
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size_t m_nGramOrder; //! max n-gram length contained in this LM
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Word m_sentenceStartArray, m_sentenceEndArray; //! Contains factors which represents the beging and end words for this LM.
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//! Usually <s> and </s>
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/** constructor to be called by inherited class
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* \param registerScore whether this LM will be directly used to score sentence.
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* Usually true, except where LM is a component in a composite LM, eg. LanguageModelJoint
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*/
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LanguageModel(bool registerScore, ScoreIndexManager &scoreIndexManager);
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public:
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/* Returned from LM implementations which points at the state used. For example, if a trigram score was requested
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* but the LM backed off to using the trigram, the State pointer will point to the bigram.
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* Used for more agressive pruning of hypothesis
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*/
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typedef const void* State;
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virtual ~LanguageModel();
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//! see ScoreProducer.h
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size_t GetNumScoreComponents() const;
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//! Single or multi-factor
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virtual LMType GetLMType() const = 0;
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/* whether this LM can be used on a particular phrase.
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* Should return false if phrase size = 0 or factor types required don't exists
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*/
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virtual bool Useable(const Phrase &phrase) const = 0;
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/* calc total unweighted LM score of this phrase and return score via arguments.
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* Return scores should always be in natural log, regardless of representation with LM implementation.
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* Uses GetValue() of inherited class.
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* Useable() should be called beforehand on the phrase
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* \param fullScore scores of all unigram, bigram... of contiguous n-gram of the phrase
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* \param ngramScore score of only n-gram of order m_nGramOrder
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*/
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void CalcScore(const Phrase &phrase
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, float &fullScore
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, float &ngramScore) const;
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/* get score of n-gram. n-gram should not be bigger than m_nGramOrder
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* Specific implementation can return State and len data to be used in hypothesis pruning
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* \param contextFactor n-gram to be scored
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* \param finalState state used by LM. Return arg
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* \param len ???
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*/
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virtual float GetValue(const std::vector<const Word*> &contextFactor
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, State* finalState = 0
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, unsigned int* len = 0) const = 0;
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//! get State for a particular n-gram
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State GetState(const std::vector<const Word*> &contextFactor, unsigned int* len = 0) const;
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//! max n-gram order of LM
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size_t GetNGramOrder() const
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{
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return m_nGramOrder;
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}
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//! Contains factors which represents the beging and end words for this LM. Usually <s> and </s>
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const Word &GetSentenceStartArray() const
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{
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return m_sentenceStartArray;
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}
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const Word &GetSentenceEndArray() const
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{
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return m_sentenceEndArray;
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}
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//! scoring weight. Shouldn't this now be superceded by ScoreProducer???
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float GetWeight() const
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{
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return m_weight;
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}
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void SetWeight(float weight)
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{
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m_weight = weight;
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}
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virtual std::string GetScoreProducerDescription() const = 0;
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//! overrideable funtions for IRST LM to cleanup. Maybe something to do with on demand/cache loading/unloading
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virtual void InitializeBeforeSentenceProcessing(){};
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virtual void CleanUpAfterSentenceProcessing() {};
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};
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