Baseline Disambiguation Using First Sense |
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Prepositin |
Number of Senses |
Instances |
Recall |
Fine-Grained Precision |
Coarse-Grained Precision |
about |
6 |
364 |
1.000 |
0.885 |
0.907 |
above |
9 |
23 |
1.000 |
0.043 |
0.217 |
across |
3 |
153 |
1.000 |
0.961 |
0.961 |
after |
11 |
53 |
1.000 |
0.566 |
0.566 |
against |
10 |
92 |
1.000 |
0.446 |
0.522 |
along |
4 |
174 |
1.000 |
0.954 |
0.954 |
among |
4 |
50 |
1.000 |
0.300 |
0.300 |
around |
6 |
155 |
1.000 |
0.155 |
0.155 |
as |
2 |
84 |
1.000 |
1.000 |
1.000 |
at |
12 |
367 |
1.000 |
0.425 |
0.425 |
before |
4 |
20 |
1.000 |
0.450 |
0.450 |
behind |
9 |
68 |
1.000 |
0.662 |
0.662 |
beneath |
4 |
28 |
1.000 |
0.571 |
0.857 |
beside |
6 |
29 |
1.000 |
1.000 |
1.000 |
between |
3 |
102 |
1.000 |
0.422 |
0.422 |
by |
9 |
249 |
1.000 |
0.000 |
0.554 |
down |
9 |
153 |
1.000 |
0.438 |
0.993 |
during |
22 |
39 |
1.000 |
0.615 |
1.000 |
for |
5 |
479 |
1.000 |
0.035 |
0.035 |
from |
2 |
581 |
1.000 |
0.279 |
0.282 |
in |
15 |
689 |
1.000 |
0.373 |
0.492 |
inside |
16 |
38 |
1.000 |
0.368 |
1.000 |
into |
15 |
297 |
1.000 |
0.293 |
0.293 |
like |
5 |
125 |
1.000 |
0.120 |
0.984 |
of |
10 |
1480 |
1.000 |
0.000 |
0.315 |
off |
7 |
76 |
1.000 |
0.171 |
0.171 |
on |
5 |
444 |
1.000 |
0.216 |
0.468 |
onto |
20 |
58 |
1.000 |
0.879 |
0.879 |
over |
7 |
98 |
1.000 |
0.010 |
0.316 |
round |
25 |
82 |
1.000 |
0.037 |
0.073 |
through |
3 |
208 |
1.000 |
0.322 |
0.885 |
to |
17 |
572 |
1.000 |
0.322 |
0.327 |
towards |
8 |
102 |
1.000 |
0.873 |
0.873 |
with |
16 |
579 |
1.000 |
0.149 |
0.149 |
Total |
17 |
8111 |
1.000 |
0.291 |
0.441 |
Most Frequent Senses (Based on Occurrences in Training Data) |
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Preposition |
Number of Senses |
Sense |
Number of Occurrences |
Number of Instances |
Frequency of Occurrence |
about |
6 |
1(1) |
637.0 |
710 |
0.90 |
above |
9 |
4(2) |
27.0 |
48 |
0.56 |
across |
3 |
1(1) |
307.0 |
319 |
0.96 |
after |
11 |
1(1) |
37.0 |
103 |
0.36 |
against |
10 |
10(4) |
84.0 |
195 |
0.43 |
along |
4 |
1(1) |
348.0 |
365 |
0.95 |
among |
4 |
1(1) |
41.0 |
100 |
0.41 |
around |
6 |
3(2) |
165.0 |
335 |
0.49 |
as |
2 |
1(1) |
174.0 |
174 |
1.00 |
at |
12 |
1(1) |
277.0 |
715 |
0.39 |
before |
4 |
1(1) |
27.0 |
47 |
0.57 |
behind |
9 |
1(1) |
89.0 |
138 |
0.64 |
beneath |
4 |
1(1) |
37.0 |
57 |
0.65 |
beside |
6 |
1(1) |
62.0 |
62 |
1.00 |
between |
3 |
1(1) |
86.0 |
211 |
0.41 |
by |
9 |
3(1b) |
217.0 |
510 |
0.43 |
down |
9 |
1(1) |
163.0 |
332 |
0.49 |
during |
22 |
2(1a) |
41.0 |
81 |
0.51 |
for |
5 |
5(4) |
267.0 |
951 |
0.28 |
from |
2 |
1(1) |
330.0 |
1206 |
0.27 |
in |
15 |
1(1) |
520.0 |
1397 |
0.37 |
inside |
16 |
2(1a) |
27.0 |
67 |
0.40 |
into |
15 |
3(3) |
270.5 |
604 |
0.45 |
like |
5 |
2(1a) |
202.0 |
266 |
0.76 |
of |
10 |
3(1b) |
642.0 |
3004 |
0.21 |
off |
7 |
4(3) |
118.0 |
161 |
0.73 |
on |
5 |
8(3) |
173.0 |
872 |
0.20 |
onto |
20 |
1(1) |
104.0 |
117 |
0.89 |
over |
7 |
16(7) |
78.0 |
200 |
0.39 |
round |
25 |
8(4) |
59.0 |
181 |
0.33 |
through |
3 |
3(1b) |
165.5 |
441 |
0.38 |
to |
17 |
1(1) |
403.0 |
1183 |
0.34 |
towards |
8 |
1(1) |
187.0 |
214 |
0.87 |
with |
16 |
5(3a) |
289.0 |
1187 |
0.24 |
Baseline Disambiguation Using Most Frequent Training Sense |
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Prepostition |
Number of Senses |
Instances |
Recall |
Fine-Grained Precision |
Coarse-Grained Precision |
about |
6 |
364 |
1.000 |
0.885 |
0.907 |
above |
9 |
23 |
1.000 |
0.609 |
0.783 |
across |
3 |
153 |
1.000 |
0.961 |
0.961 |
after |
11 |
53 |
1.000 |
0.566 |
0.566 |
against |
10 |
92 |
1.000 |
0.435 |
0.435 |
along |
4 |
174 |
1.000 |
0.954 |
0.954 |
among |
4 |
50 |
1.000 |
0.300 |
0.300 |
around |
6 |
155 |
1.000 |
0.452 |
0.452 |
as |
2 |
84 |
1.000 |
1.000 |
1.000 |
at |
12 |
367 |
1.000 |
0.425 |
0.425 |
before |
4 |
20 |
1.000 |
0.450 |
0.450 |
behind |
9 |
68 |
1.000 |
0.662 |
0.662 |
beneath |
4 |
28 |
1.000 |
0.571 |
0.857 |
beside |
6 |
29 |
1.000 |
1.000 |
1.000 |
between |
3 |
102 |
1.000 |
0.422 |
0.422 |
by |
9 |
249 |
1.000 |
0.373 |
0.554 |
down |
9 |
153 |
1.000 |
0.438 |
0.993 |
during |
22 |
39 |
1.000 |
0.385 |
1.000 |
for |
5 |
479 |
1.000 |
0.238 |
0.238 |
from |
2 |
581 |
1.000 |
0.279 |
0.282 |
in |
15 |
689 |
1.000 |
0.373 |
0.492 |
inside |
16 |
38 |
1.000 |
0.526 |
1.000 |
into |
15 |
297 |
1.000 |
0.451 |
0.438 |
like |
5 |
125 |
1.000 |
0.768 |
0.984 |
of |
10 |
1480 |
1.000 |
0.268 |
0.315 |
off |
7 |
76 |
1.000 |
0.763 |
0.763 |
on |
5 |
444 |
1.000 |
0.205 |
0.282 |
onto |
20 |
58 |
1.000 |
0.879 |
0.879 |
over |
7 |
98 |
1.000 |
0.327 |
0.327 |
round |
25 |
82 |
1.000 |
0.378 |
0.378 |
through |
3 |
208 |
1.000 |
0.495 |
0.885 |
to |
17 |
572 |
1.000 |
0.322 |
0.327 |
towards |
8 |
102 |
1.000 |
0.873 |
0.873 |
with |
16 |
579 |
1.000 |
0.249 |
0.394 |
Total |
17 |
8111 |
1.000 |
0.410 |
0.480 |