1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
|
/*
EGYPT Toolkit for Statistical Machine Translation
Written by Yaser Al-Onaizan, Jan Curin, Michael Jahr, Kevin Knight, John Lafferty, Dan Melamed, David Purdy, Franz Och, Noah Smith, and David Yarowsky.
This program is free software; you can redistribute it and/or
modify it under the terms of the GNU General Public License
as published by the Free Software Foundation; either version 2
of the License, or (at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with this program; if not, write to the Free Software
Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307,
USA.
*/
#ifndef _hmm_h
#define _hmm_h 1
#include <cassert>
#include <iostream>
#include <algorithm>
#include <functional>
#include <map>
#include <set>
#include "Vector.h"
#include <utility>
#if __GNUC__>2
#include <ext/hash_map>
using __gnu_cxx::hash_map;
#else
#include <hash_map>
#endif
#include <fstream>
#include <cmath>
#include <ctime>
#include "TTables.h"
#include "ATables.h"
#include "getSentence.h"
#include "defs.h"
#include "model2.h"
#include "Perplexity.h"
#include "vocab.h"
#include "WordClasses.h"
#include "HMMTables.h"
#include "ForwardBackward.h"
#include "ttableDiff.hpp"
class hmm : public model2{
public:
WordClasses& ewordclasses;
WordClasses& fwordclasses;
public:
HMMTables<int,WordClasses> counts,probs;
public:
template<class MAPPER>
void makeWordClasses(const MAPPER&m1,const MAPPER&m2,string efile,string ffile){
ifstream estrm(efile.c_str()),fstrm(ffile.c_str());
if( !estrm ) {
cerr << "ERROR: can not read " << efile << endl;
}else
ewordclasses.read(estrm,m1,Elist);
if( !fstrm )
cerr << "ERROR: can not read " << ffile << endl;
else
fwordclasses.read(fstrm,m2,Flist);
}
hmm(model2&m2,WordClasses &e, WordClasses& f);
void initialize_table_uniformly(sentenceHandler&);
int em_with_tricks(int iterations, bool dumpCount = false,
const char* dumpCountName = NULL, bool useString = false,bool resume=false);
CTTableDiff<COUNT,PROB>* em_one_step(int it);
// void em_one_step_2(int it,int part);
void load_table(const char* aname);
// void em_loop(Perplexity& perp, sentenceHandler& sHandler1, bool dump_files,
// const char* alignfile, Perplexity&, bool test,bool doInit,int iter);
/* CTTableDiff<COUNT,PROB>* em_loop_1(Perplexity& perp, sentenceHandler& sHandler1, bool dump_files,
const char* alignfile, Perplexity&, bool test,bool doInit,int iter);*/
/* void em_loop_2( Perplexity& perp, sentenceHandler& sHandler1,
bool dump_alignment, const char* alignfile, Perplexity& viterbi_perp,
bool test,bool doInit,int part);*/
void em_loop(Perplexity& perp, sentenceHandler& sHandler1,
bool dump_alignment, const char* alignfile, Perplexity& viterbi_perp,
bool test,bool doInit,int
);
void em_thread(int it,string alignfile,bool dump_files,bool resume=false);
HMMNetwork *makeHMMNetwork(const Vector<WordIndex>& es,const Vector<WordIndex>&fs,bool doInit)const;
void clearCountTable();
friend class model3;
};
//int multi_thread_em(int noIter, int noThread, hmm* base);
#endif
|
