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#include <boost/algorithm/string.hpp>
#include "PhrasePairFeature.h"
#include "moses/AlignmentInfo.h"
#include "moses/TargetPhrase.h"
#include "moses/Hypothesis.h"
#include "moses/TranslationOption.h"
#include "moses/InputPath.h"
#include "util/string_piece_hash.hh"
#include "util/string_stream.hh"
#include "util/exception.hh"
using namespace std;
namespace Moses
{
PhrasePairFeature::PhrasePairFeature(const std::string &line)
:StatelessFeatureFunction(0, line)
,m_unrestricted(false)
,m_simple(true)
,m_sourceContext(false)
,m_domainTrigger(false)
,m_ignorePunctuation(false)
{
VERBOSE(1, "Initializing feature " << GetScoreProducerDescription() << " ...");
ReadParameters();
if (m_simple == 1) VERBOSE(1, " Using simple phrase pairs.");
if (m_sourceContext == 1) VERBOSE(1, " Using source context.");
if (m_domainTrigger == 1) VERBOSE(1, " Using domain triggers.");
// compile a list of punctuation characters
if (m_ignorePunctuation) {
VERBOSE(1, " Ignoring punctuation for triggers.");
char punctuation[] = "\"'!?¿·()#_,.:;•&@‑/\\0123456789~=";
for (size_t i=0; i < sizeof(punctuation)-1; ++i) {
m_punctuationHash[punctuation[i]] = 1;
}
}
VERBOSE(1, " Done." << std::endl);
}
void PhrasePairFeature::SetParameter(const std::string& key, const std::string& value)
{
if (key == "input-factor") {
m_sourceFactorId = Scan<FactorType>(value);
} else if (key == "output-factor") {
m_targetFactorId = Scan<FactorType>(value);
} else if (key == "unrestricted") {
m_unrestricted = Scan<bool>(value);
} else if (key == "simple") {
m_simple = Scan<bool>(value);
} else if (key == "source-context") {
m_sourceContext = Scan<bool>(value);
} else if (key == "domain-trigger") {
m_domainTrigger = Scan<bool>(value);
} else if (key == "ignore-punctuation") {
m_ignorePunctuation = Scan<bool>(value);
} else if (key == "path") {
m_filePathSource = value;
} else {
StatelessFeatureFunction::SetParameter(key, value);
}
}
void PhrasePairFeature::Load()
{
if (m_domainTrigger) {
// domain trigger terms for each input document
ifstream inFileSource(m_filePathSource.c_str());
UTIL_THROW_IF2(!inFileSource, "could not open file " << m_filePathSource);
std::string line;
while (getline(inFileSource, line)) {
std::set<std::string> terms;
vector<string> termVector;
boost::split(termVector, line, boost::is_any_of("\t "));
for (size_t i=0; i < termVector.size(); ++i)
terms.insert(termVector[i]);
// add term set for current document
m_vocabDomain.push_back(terms);
}
inFileSource.close();
} else if (!m_unrestricted) {
// restricted source word vocabulary
ifstream inFileSource(m_filePathSource.c_str());
UTIL_THROW_IF2(!inFileSource, "could not open file " << m_filePathSource);
std::string line;
while (getline(inFileSource, line)) {
m_vocabSource.insert(line);
}
inFileSource.close();
/* // restricted target word vocabulary
ifstream inFileTarget(filePathTarget.c_str());
if (!inFileTarget)
{
cerr << "could not open file " << filePathTarget << endl;
return false;
}
while (getline(inFileTarget, line)) {
m_vocabTarget.insert(line);
}
inFileTarget.close();*/
}
}
void PhrasePairFeature::EvaluateWithSourceContext(const InputType &input
, const InputPath &inputPath
, const TargetPhrase &targetPhrase
, const StackVec *stackVec
, ScoreComponentCollection &scoreBreakdown
, ScoreComponentCollection *estimatedFutureScore) const
{
const Phrase& source = inputPath.GetPhrase();
if (m_domainTrigger) {
const Sentence& isnt = static_cast<const Sentence&>(input);
const bool use_topicid = isnt.GetUseTopicId();
const bool use_topicid_prob = isnt.GetUseTopicIdAndProb();
// compute pair
util::StringStream pair;
pair << ReplaceTilde( source.GetWord(0).GetFactor(m_sourceFactorId)->GetString() );
for (size_t i = 1; i < source.GetSize(); ++i) {
const Factor* sourceFactor = source.GetWord(i).GetFactor(m_sourceFactorId);
pair << "~";
pair << ReplaceTilde( sourceFactor->GetString() );
}
pair << "~~";
pair << ReplaceTilde( targetPhrase.GetWord(0).GetFactor(m_targetFactorId)->GetString() );
for (size_t i = 1; i < targetPhrase.GetSize(); ++i) {
const Factor* targetFactor = targetPhrase.GetWord(i).GetFactor(m_targetFactorId);
pair << "~";
pair << ReplaceTilde( targetFactor->GetString() );
}
if (use_topicid || use_topicid_prob) {
if(use_topicid) {
// use topicid as trigger
const long topicid = isnt.GetTopicId();
util::StringStream feature;
feature << m_description << "_";
if (topicid == -1)
feature << "unk";
else
feature << topicid;
feature << "_";
feature << pair.str();
scoreBreakdown.SparsePlusEquals(feature.str(), 1);
} else {
// use topic probabilities
const vector<string> &topicid_prob = *(isnt.GetTopicIdAndProb());
if (atol(topicid_prob[0].c_str()) == -1) {
util::StringStream feature;
feature << m_description << "_unk_";
feature << pair.str();
scoreBreakdown.SparsePlusEquals(feature.str(), 1);
} else {
for (size_t i=0; i+1 < topicid_prob.size(); i+=2) {
util::StringStream feature;
feature << m_description << "_";
feature << topicid_prob[i];
feature << "_";
feature << pair.str();
scoreBreakdown.SparsePlusEquals(feature.str(), atof((topicid_prob[i+1]).c_str()));
}
}
}
} else {
// range over domain trigger words
const long docid = isnt.GetDocumentId();
for (set<string>::const_iterator p = m_vocabDomain[docid].begin(); p != m_vocabDomain[docid].end(); ++p) {
string sourceTrigger = *p;
util::StringStream namestr;
namestr << m_description << "_";
namestr << sourceTrigger;
namestr << "_";
namestr << pair.str();
scoreBreakdown.SparsePlusEquals(namestr.str(),1);
}
}
}
if (m_sourceContext) {
const Sentence& isnt = static_cast<const Sentence&>(input);
// range over source words to get context
for(size_t contextIndex = 0; contextIndex < isnt.GetSize(); contextIndex++ ) {
StringPiece sourceTrigger = isnt.GetWord(contextIndex).GetFactor(m_sourceFactorId)->GetString();
if (m_ignorePunctuation) {
// check if trigger is punctuation
char firstChar = sourceTrigger[0];
CharHash::const_iterator charIterator = m_punctuationHash.find( firstChar );
if(charIterator != m_punctuationHash.end())
continue;
}
bool sourceTriggerExists = false;
if (!m_unrestricted)
sourceTriggerExists = FindStringPiece(m_vocabSource, sourceTrigger ) != m_vocabSource.end();
if (m_unrestricted || sourceTriggerExists) {
util::StringStream namestr;
namestr << m_description << "_";
namestr << sourceTrigger;
namestr << "~";
namestr << ReplaceTilde( source.GetWord(0).GetFactor(m_sourceFactorId)->GetString() );
for (size_t i = 1; i < source.GetSize(); ++i) {
const Factor* sourceFactor = source.GetWord(i).GetFactor(m_sourceFactorId);
namestr << "~";
namestr << ReplaceTilde( sourceFactor->GetString() );
}
namestr << "~~";
namestr << ReplaceTilde( targetPhrase.GetWord(0).GetFactor(m_targetFactorId)->GetString() );
for (size_t i = 1; i < targetPhrase.GetSize(); ++i) {
const Factor* targetFactor = targetPhrase.GetWord(i).GetFactor(m_targetFactorId);
namestr << "~";
namestr << ReplaceTilde( targetFactor->GetString() );
}
scoreBreakdown.SparsePlusEquals(namestr.str(),1);
}
}
}
}
void PhrasePairFeature::EvaluateInIsolation(const Phrase &source
, const TargetPhrase &targetPhrase
, ScoreComponentCollection &scoreBreakdown
, ScoreComponentCollection &estimatedFutureScore) const
{
if (m_simple) {
util::StringStream namestr;
namestr << m_description << "_";
namestr << ReplaceTilde( source.GetWord(0).GetFactor(m_sourceFactorId)->GetString() );
for (size_t i = 1; i < source.GetSize(); ++i) {
const Factor* sourceFactor = source.GetWord(i).GetFactor(m_sourceFactorId);
namestr << "~";
namestr << ReplaceTilde( sourceFactor->GetString() );
}
namestr << "~~";
namestr << ReplaceTilde( targetPhrase.GetWord(0).GetFactor(m_targetFactorId)->GetString() );
for (size_t i = 1; i < targetPhrase.GetSize(); ++i) {
const Factor* targetFactor = targetPhrase.GetWord(i).GetFactor(m_targetFactorId);
namestr << "~";
namestr << ReplaceTilde( targetFactor->GetString() );
}
scoreBreakdown.SparsePlusEquals(namestr.str(),1);
}
}
bool PhrasePairFeature::IsUseable(const FactorMask &mask) const
{
bool ret = mask[m_targetFactorId];
return ret;
}
}
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