mirror of
https://github.com/moses-smt/mosesdecoder.git
synced 2024-09-11 11:25:40 +03:00
96 lines
2.4 KiB
C++
96 lines
2.4 KiB
C++
#include "PerScorer.h"
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#include <fstream>
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#include <stdexcept>
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#include "ScoreStats.h"
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#include "Util.h"
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using namespace std;
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namespace MosesTuning
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{
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PerScorer::PerScorer(const string& config)
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: StatisticsBasedScorer("PER",config) {}
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PerScorer::~PerScorer() {}
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void PerScorer::setReferenceFiles(const vector<string>& referenceFiles)
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{
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// For each line in the reference file, create a multiset of
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// the word ids.
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if (referenceFiles.size() != 1) {
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throw runtime_error("PER only supports a single reference");
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}
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m_ref_tokens.clear();
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m_ref_lengths.clear();
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ifstream in(referenceFiles[0].c_str());
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if (!in) {
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throw runtime_error("Unable to open " + referenceFiles[0]);
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}
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string line;
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int sid = 0;
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while (getline(in,line)) {
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line = this->preprocessSentence(line);
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vector<int> tokens;
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TokenizeAndEncode(line, tokens);
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m_ref_tokens.push_back(multiset<int>());
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for (size_t i = 0; i < tokens.size(); ++i) {
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m_ref_tokens.back().insert(tokens[i]);
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}
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m_ref_lengths.push_back(tokens.size());
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if (sid > 0 && sid % 100 == 0) {
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TRACE_ERR(".");
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}
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++sid;
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}
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TRACE_ERR(endl);
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}
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void PerScorer::prepareStats(size_t sid, const string& text, ScoreStats& entry)
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{
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if (sid >= m_ref_lengths.size()) {
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stringstream msg;
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msg << "Sentence id (" << sid << ") not found in reference set";
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throw runtime_error(msg.str());
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}
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string sentence = this->preprocessSentence(text);
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// Calculate correct, output_length and ref_length for
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// the line and store it in entry
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vector<int> testtokens;
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TokenizeAndEncode(sentence, testtokens);
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multiset<int> testtokens_all(testtokens.begin(),testtokens.end());
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set<int> testtokens_unique(testtokens.begin(),testtokens.end());
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int correct = 0;
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for (set<int>::iterator i = testtokens_unique.begin();
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i != testtokens_unique.end(); ++i) {
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int token = *i;
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correct += min(m_ref_tokens[sid].count(token), testtokens_all.count(token));
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}
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ostringstream stats;
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stats << correct << " " << testtokens.size() << " " << m_ref_lengths[sid] << " " ;
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string stats_str = stats.str();
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entry.set(stats_str);
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}
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float PerScorer::calculateScore(const vector<ScoreStatsType>& comps) const
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{
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float denom = comps[2];
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float num = comps[0] - max(0.0f,comps[1]-comps[2]);
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if (denom == 0) {
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// This shouldn't happen!
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return 0.0;
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} else {
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return num/denom;
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}
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}
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}
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