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
|
#ifndef _FF_SPANS_H_
#define _FF_SPANS_H_
#include <vector>
#include <map>
#include "ff.h"
#include "array2d.h"
#include "wordid.h"
class SpanFeatures : public FeatureFunction {
public:
SpanFeatures(const std::string& param);
protected:
virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta,
const HG::Edge& edge,
const std::vector<const void*>& ant_contexts,
SparseVector<double>* features,
SparseVector<double>* estimated_features,
void* context) const;
virtual void PrepareForInput(const SentenceMetadata& smeta);
private:
WordID MapIfNecessary(const WordID& w) const;
const int kS;
const int kX;
Array2D<std::pair<int,int> > span_feats_; // first for X, second for S
Array2D<std::pair<int,int> > len_span_feats_; // first for X, second for S, including length
std::vector<int> end_span_ids_;
std::vector<int> end_bigram_ids_;
std::vector<int> beg_span_ids_;
std::vector<int> beg_bigram_ids_;
std::map<WordID, WordID> word2class_; // optional projection to coarser class
// collapsed feature values
bool use_collapsed_features_;
int fid_beg_;
int fid_end_;
int fid_span_s_;
int fid_span_;
std::map<std::string, double> feat2val_;
std::vector<double> end_span_vals_;
std::vector<double> beg_span_vals_;
Array2D<std::pair<double,double> > span_vals_;
WordID oov_;
};
class CMR2008ReorderingFeatures : public FeatureFunction {
public:
CMR2008ReorderingFeatures(const std::string& param);
protected:
virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta,
const HG::Edge& edge,
const std::vector<const void*>& ant_contexts,
SparseVector<double>* features,
SparseVector<double>* estimated_features,
void* context) const;
private:
const int kS;
std::pair<int, int> unconditioned_fids_; // first = monotone
// second = inverse
std::vector<std::pair<int, int> > fids_; // index=(j-i)
// collapsed feature values
bool use_collapsed_features_;
int fid_reorder_;
std::pair<double, double> uncoditioned_vals_;
std::vector<std::pair<double, double> > fvals_;
};
#endif
|
