diff options
author | redpony <redpony@ec762483-ff6d-05da-a07a-a48fb63a330f> | 2010-07-02 03:28:21 +0000 |
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committer | redpony <redpony@ec762483-ff6d-05da-a07a-a48fb63a330f> | 2010-07-02 03:28:21 +0000 |
commit | e829eb7cc9573029caa59e295aca50dad3e26a4a (patch) | |
tree | a6793026530e0da975eb74bd8d460e22caa88474 /extools/score_grammar.cc | |
parent | ee48eb96e8228d922a8db2259a4f3666e45b0bd7 (diff) |
sort / filter rules by p(e|f), permit more features
git-svn-id: https://ws10smt.googlecode.com/svn/trunk@100 ec762483-ff6d-05da-a07a-a48fb63a330f
Diffstat (limited to 'extools/score_grammar.cc')
-rw-r--r-- | extools/score_grammar.cc | 283 |
1 files changed, 154 insertions, 129 deletions
diff --git a/extools/score_grammar.cc b/extools/score_grammar.cc index f831ed28..7cdcdb64 100644 --- a/extools/score_grammar.cc +++ b/extools/score_grammar.cc @@ -24,13 +24,31 @@ using namespace std; using namespace std::tr1; - +namespace po = boost::program_options; static const size_t MAX_LINE_LENGTH = 64000000; typedef unordered_map<vector<WordID>, RuleStatistics, boost::hash<vector<WordID> > > ID2RuleStatistics; +void InitCommandLine(int argc, char** argv, po::variables_map* conf) { + po::options_description opts("Configuration options"); + opts.add_options() + ("top_e_given_f,n", po::value<size_t>()->default_value(30), "Keep top N rules, according to p(e|f). 0 for all") + ("aligned_corpus,c", po::value<string>(), "Aligned corpus (single line format)") + ("help,h", "Print this help message and exit"); + po::options_description clo("Command line options"); + po::options_description dcmdline_options; + dcmdline_options.add(opts); + + po::store(parse_command_line(argc, argv, dcmdline_options), *conf); + po::notify(*conf); + if (conf->count("help") || conf->count("aligned_corpus")==0) { + cerr << "\nUsage: score_grammar -c ALIGNED_CORPUS.fr-en-al [-options] < grammar\n"; + cerr << dcmdline_options << endl; + exit(1); + } +} namespace { inline bool IsWhitespace(char c) { return c == ' ' || c == '\t'; } inline bool IsBracket(char c){return c == '[' || c == ']';} @@ -130,16 +148,16 @@ void LexTranslationTable::createTTable(const char* buf){ for(int i =0;i<sent.aligned.width();i++) { for (int j=0;j<sent.aligned.height();j++) - { - if (DEBUG) cerr << sent.aligned(i,j) << " "; - if( sent.aligned(i,j)) - { - if (DEBUG) cerr << TD::Convert(sent.f[i]) << " aligned to " << TD::Convert(sent.e[j]); - ++word_translation[pair<WordID,WordID> (sent.f[i], sent.e[j])]; - ++total_foreign[sent.f[i]]; - ++total_english[sent.e[j]]; - } - } + { + if (DEBUG) cerr << sent.aligned(i,j) << " "; + if( sent.aligned(i,j)) + { + if (DEBUG) cerr << TD::Convert(sent.f[i]) << " aligned to " << TD::Convert(sent.e[j]); + ++word_translation[pair<WordID,WordID> (sent.f[i], sent.e[j])]; + ++total_foreign[sent.f[i]]; + ++total_english[sent.e[j]]; + } + } if (DEBUG) cerr << endl; } if (DEBUG) cerr << endl; @@ -173,12 +191,11 @@ inline float safenlog(float v) { } int main(int argc, char** argv){ + po::variables_map conf; + InitCommandLine(argc, argv, &conf); bool DEBUG= false; - if (argc != 2) { - cerr << "Usage: " << argv[0] << " corpus.al < filtered.grammar\n"; - return 1; - } - ifstream alignment (argv[1]); + const int max_options = conf["top_e_given_f"].as<size_t>();; + ifstream alignment (conf["aligned_corpus"].as<string>().c_str()); istream& unscored_grammar = cin; ostream& scored_grammar = cout; @@ -193,7 +210,7 @@ int main(int argc, char** argv){ alignment.getline(buf, MAX_LINE_LENGTH); if (buf[0] == 0) continue; - table.createTTable(buf); + table.createTTable(buf); } bool PRINT_TABLE=false; @@ -203,7 +220,7 @@ int main(int argc, char** argv){ trans_table.open("lex_trans_table.out"); for(map < pair<WordID,WordID>,int >::iterator it = table.word_translation.begin(); it != table.word_translation.end(); ++it) { - trans_table << TD::Convert(it->first.first) << "|||" << TD::Convert(it->first.second) << "==" << it->second << "//" << table.total_foreign[it->first.first] << "//" << table.total_english[it->first.second] << endl; + trans_table << TD::Convert(it->first.first) << "|||" << TD::Convert(it->first.second) << "==" << it->second << "//" << table.total_foreign[it->first.first] << "//" << table.total_english[it->first.second] << endl; } trans_table.close(); @@ -221,126 +238,134 @@ int main(int argc, char** argv){ static const int kCF = FD::Convert("CF"); static const int kCE = FD::Convert("CE"); - static const int kCFE = FD::Convert("CFE"); + static const int kCFE = FD::Convert("CFE"); + multimap<float, string> options; while(!unscored_grammar.eof()) { ++line; + options.clear(); unscored_grammar.getline(buf, MAX_LINE_LENGTH); if (buf[0] == 0) continue; ParseLine(buf, &cur_key, &cur_counts); - //loop over all the Target side phrases that this source aligns to for (ID2RuleStatistics::const_iterator it = cur_counts.begin(); it != cur_counts.end(); ++it) - { - - /*Compute phrase translation prob. - Print out scores in this format: - Phrase trnaslation prob P(F|E) - Phrase translation prob P(E|F) - Lexical weighting prob lex(F|E) - Lexical weighting prob lex(E|F) - */ - - float pEF_ = it->second.counts.value(kCFE) / it->second.counts.value(kCF); - float pFE_ = it->second.counts.value(kCFE) / it->second.counts.value(kCE); - - map <WordID, pair<int, float> > foreign_aligned; - map <WordID, pair<int, float> > english_aligned; - - //Loop over all the alignment points to compute lexical translation probability - al = it->second.aligns; - for(ita = al.begin(); ita != al.end(); ++ita) - { - - if (DEBUG) - { - cerr << "\nA:" << ita->first << "," << ita->second << "::"; - cerr << TD::Convert(cur_key[ita->first + 2]) << "-" << TD::Convert(it->first[ita->second]); - } - - - //Lookup this alignment probability in the table - int temp = table.word_translation[pair<WordID,WordID> (cur_key[ita->first+2],it->first[ita->second])]; - float f2e=0, e2f=0; - if ( table.total_foreign[cur_key[ita->first+2]] != 0) - f2e = (float) temp / table.total_foreign[cur_key[ita->first+2]]; - if ( table.total_english[it->first[ita->second]] !=0 ) - e2f = (float) temp / table.total_english[it->first[ita->second]]; - if (DEBUG) printf (" %d %E %E\n", temp, f2e, e2f); - - - //local counts to keep track of which things haven't been aligned, to later compute their null alignment - if (foreign_aligned.count(cur_key[ita->first+2])) - { - foreign_aligned[ cur_key[ita->first+2] ].first++; - foreign_aligned[ cur_key[ita->first+2] ].second += e2f; - } - else - foreign_aligned [ cur_key[ita->first+2] ] = pair<int,float> (1,e2f); - - - - if (english_aligned.count( it->first[ ita->second] )) - { - english_aligned[ it->first[ ita->second ]].first++; - english_aligned[ it->first[ ita->second] ].second += f2e; - } - else - english_aligned [ it->first[ ita->second] ] = pair<int,float> (1,f2e); - - - - - } - - float final_lex_f2e=1, final_lex_e2f=1; - static const WordID NULL_ = TD::Convert("NULL"); - - //compute lexical weight P(F|E) and include unaligned foreign words - for(int i=0;i<cur_key.size(); i++) - { - - if (!table.total_foreign.count(cur_key[i])) continue; //if we dont have it in the translation table, we won't know its lexical weight - - if (foreign_aligned.count(cur_key[i])) - { - pair<int, float> temp_lex_prob = foreign_aligned[cur_key[i]]; - final_lex_e2f *= temp_lex_prob.second / temp_lex_prob.first; - } - else //dealing with null alignment - { - int temp_count = table.word_translation[pair<WordID,WordID> (cur_key[i],NULL_)]; - float temp_e2f = (float) temp_count / table.total_english[NULL_]; - final_lex_e2f *= temp_e2f; - } - - } - - //compute P(E|F) unaligned english words - for(int j=0; j< it->first.size(); j++) - { - if (!table.total_english.count(it->first[j])) continue; - - if (english_aligned.count(it->first[j])) - { - pair<int, float> temp_lex_prob = english_aligned[it->first[j]]; - final_lex_f2e *= temp_lex_prob.second / temp_lex_prob.first; - } - else //dealing with null - { - int temp_count = table.word_translation[pair<WordID,WordID> (NULL_,it->first[j])]; - float temp_f2e = (float) temp_count / table.total_foreign[NULL_]; - final_lex_f2e *= temp_f2e; - } - } - - - scored_grammar << TD::GetString(cur_key); - scored_grammar << " " << TD::GetString(it->first) << " |||"; - scored_grammar << " FGivenE=" << safenlog(pFE_) << " EGivenF=" << safenlog(pEF_); - scored_grammar << " LexE2F=" << safenlog(final_lex_e2f) << " LexF2E=" << safenlog(final_lex_f2e) << endl; - } + { + + /*Compute phrase translation prob. + Print out scores in this format: + Phrase trnaslation prob P(F|E) + Phrase translation prob P(E|F) + Lexical weighting prob lex(F|E) + Lexical weighting prob lex(E|F) + */ + + float pEF_ = it->second.counts.value(kCFE) / it->second.counts.value(kCF); + float pFE_ = it->second.counts.value(kCFE) / it->second.counts.value(kCE); + + map <WordID, pair<int, float> > foreign_aligned; + map <WordID, pair<int, float> > english_aligned; + + //Loop over all the alignment points to compute lexical translation probability + al = it->second.aligns; + for(ita = al.begin(); ita != al.end(); ++ita) + { + + if (DEBUG) + { + cerr << "\nA:" << ita->first << "," << ita->second << "::"; + cerr << TD::Convert(cur_key[ita->first + 2]) << "-" << TD::Convert(it->first[ita->second]); + } + + + //Lookup this alignment probability in the table + int temp = table.word_translation[pair<WordID,WordID> (cur_key[ita->first+2],it->first[ita->second])]; + float f2e=0, e2f=0; + if ( table.total_foreign[cur_key[ita->first+2]] != 0) + f2e = (float) temp / table.total_foreign[cur_key[ita->first+2]]; + if ( table.total_english[it->first[ita->second]] !=0 ) + e2f = (float) temp / table.total_english[it->first[ita->second]]; + if (DEBUG) printf (" %d %E %E\n", temp, f2e, e2f); + + + //local counts to keep track of which things haven't been aligned, to later compute their null alignment + if (foreign_aligned.count(cur_key[ita->first+2])) + { + foreign_aligned[ cur_key[ita->first+2] ].first++; + foreign_aligned[ cur_key[ita->first+2] ].second += e2f; + } + else + foreign_aligned [ cur_key[ita->first+2] ] = pair<int,float> (1,e2f); + + + + if (english_aligned.count( it->first[ ita->second] )) + { + english_aligned[ it->first[ ita->second ]].first++; + english_aligned[ it->first[ ita->second] ].second += f2e; + } + else + english_aligned [ it->first[ ita->second] ] = pair<int,float> (1,f2e); + + + + + } + + float final_lex_f2e=1, final_lex_e2f=1; + static const WordID NULL_ = TD::Convert("NULL"); + + //compute lexical weight P(F|E) and include unaligned foreign words + for(int i=0;i<cur_key.size(); i++) + { + + if (!table.total_foreign.count(cur_key[i])) continue; //if we dont have it in the translation table, we won't know its lexical weight + + if (foreign_aligned.count(cur_key[i])) + { + pair<int, float> temp_lex_prob = foreign_aligned[cur_key[i]]; + final_lex_e2f *= temp_lex_prob.second / temp_lex_prob.first; + } + else //dealing with null alignment + { + int temp_count = table.word_translation[pair<WordID,WordID> (cur_key[i],NULL_)]; + float temp_e2f = (float) temp_count / table.total_english[NULL_]; + final_lex_e2f *= temp_e2f; + } + + } + + //compute P(E|F) unaligned english words + for(int j=0; j< it->first.size(); j++) + { + if (!table.total_english.count(it->first[j])) continue; + + if (english_aligned.count(it->first[j])) + { + pair<int, float> temp_lex_prob = english_aligned[it->first[j]]; + final_lex_f2e *= temp_lex_prob.second / temp_lex_prob.first; + } + else //dealing with null + { + int temp_count = table.word_translation[pair<WordID,WordID> (NULL_,it->first[j])]; + float temp_f2e = (float) temp_count / table.total_foreign[NULL_]; + final_lex_f2e *= temp_f2e; + } + } + + ostringstream os; + os << TD::GetString(cur_key) + << ' ' << TD::GetString(it->first) << " |||" + << " FGivenE=" << safenlog(pFE_) << " EGivenF=" << safenlog(pEF_) + << " LexE2F=" << safenlog(final_lex_e2f) << " LexF2E=" << safenlog(final_lex_f2e) << endl; + options.insert(pair<float,string>(-pEF_, os.str())); + } + int ocount = 0; + for (multimap<float,string>::iterator it = options.begin(); it != options.end(); ++it) { + scored_grammar << it->second; + ++ocount; + if (ocount == max_options) break; + } } } |