Entry Zhao:2010:UCB from talip.bib
Last update: Sun Oct 15 02:55:04 MDT 2017
Top |
Symbols |
Numbers |
Math |
A |
B |
C |
D |
E |
F |
G |
H |
I |
J |
K |
L |
M |
N |
O |
P |
Q |
R |
S |
T |
U |
V |
W |
X |
Y |
Z
BibTeX entry
@Article{Zhao:2010:UCB,
author = "Hai Zhao and Chang-Ning Huang and Mu Li and Bao-Liang
Lu",
title = "A Unified Character-Based Tagging Framework for
{Chinese} Word Segmentation",
journal = j-TALIP,
volume = "9",
number = "2",
pages = "5:1--5:??",
month = jun,
year = "2010",
CODEN = "????",
DOI = "https://doi.org/10.1145/1781134.1781135",
ISSN = "1530-0226 (print), 1558-3430 (electronic)",
ISSN-L = "1530-0226",
bibdate = "Mon Jun 21 18:03:02 MDT 2010",
bibsource = "http://portal.acm.org/;
http://www.math.utah.edu/pub/tex/bib/talip.bib",
abstract = "Chinese word segmentation is an active area in Chinese
language processing though it is suffering from the
argument about what precisely is a word in Chinese.
Based on corpus-based segmentation standard, we
launched this study. In detail, we regard Chinese word
segmentation as a character-based tagging problem. We
show that there has been a potent trend of using a
character-based tagging approach in this field. In
particular, learning from segmented corpus with or
without additional linguistic resources is treated in a
unified way in which the only difference depends on how
the feature template set is selected. It differs from
existing work in that both feature template selection
and tag set selection are considered in our approach,
instead of the previous feature template focus only
technique. We show that there is a significant
performance difference as different tag sets are
selected. This is especially applied to a six-tag set,
which is good enough for most current segmented
corpora. The linguistic meaning of a tag set is also
discussed. Our results show that a simple learning
system with six $n$-gram feature templates and a
six-tag set can obtain competitive performance in the
cases of learning only from a training corpus. In cases
when additional linguistic resources are available, an
ensemble learning technique, assistant segmenter, is
proposed and its effectiveness is verified. Assistant
segmenter is also proven to be an effective method as
segmentation standard adaptation that outperforms
existing ones. Based on the proposed approach, our
system provides state-of-the-art performance in all 12
corpora of three international Chinese word
segmentation bakeoffs.",
acknowledgement = ack-nhfb,
articleno = "5",
fjournal = "ACM Transactions on Asian Language Information
Processing",
journal-URL = "http://portal.acm.org/browse_dl.cfm?&idx=J820",
keywords = "assistant segmenter; character-based tagging method;
Chinese word segmentation; conditional random field;
tag set selection",
}
Related entries
- $n$,
9(2)7,
9(3)11,
12(1)1,
12(4)15
- adaptation,
2(1)49,
3(2)94,
5(3)209,
8(1)2,
10(2)7,
11(2)7
- additional,
8(1)4,
10(2)8
- all,
6(4)2,
7(1)1,
7(2)7,
7(3)8,
7(4)11,
7(4)12,
8(2)7,
8(4)16,
8(4)17,
9(3)11,
9(3)12,
10(2)9,
10(3)15,
11(2)6,
11(2)7,
11(4)18,
12(2)5,
12(3)9,
13(1)2,
13(2)6,
13(4)16
- applied,
5(2)89,
5(2)121,
6(4)3,
8(4)19,
9(3)11,
10(2)7,
13(1)4,
13(2)10,
13(3)12,
13(4)16
- area,
8(1)4,
11(1)1
- argument,
7(4)13
- art, state-of-the-,
6(4)1,
6(4)3,
7(2)7,
7(4)12,
7(4)13,
8(1)4,
8(2)6,
8(2)7,
11(1)1,
11(3)8,
11(4)15,
12(1)1,
12(4)14,
12(4)16,
13(3)13
- assistant,
12(4)15
- available,
5(2)89,
8(1)3,
8(4)17,
10(2)8,
11(1)1,
11(2)6,
11(2)7,
11(4)18,
12(4)14,
13(1)1
- based,
1(3)269,
2(4)301,
3(2)113,
4(3)357,
4(4)377,
5(2)121,
5(2)165,
5(3)185,
6(2)8,
6(3)9,
6(3)11,
6(4)3,
7(2)6,
7(3)10,
7(4)12,
8(1)4,
8(3)11,
8(3)12,
8(4)17,
8(4)19,
9(1)2,
9(2)6,
9(2)7,
9(3)11,
10(1)4,
10(1)6,
10(2)7,
10(3)14,
10(3)16,
11(2)6,
11(3)8,
11(3)11,
11(4)14,
11(4)15,
11(4)16,
11(4)17,
11(4)18,
12(1)1,
12(1)2,
12(1)4,
12(3)9,
12(3)10,
12(3)11,
13(1)2,
13(1)3,
13(1)4,
13(2)10,
13(3)13,
13(4)17,
13(4)18
- Based, Character-,
11(2)7
- based, character-,
1(4)297,
11(2)7
- based, corpus-,
1(3)207,
5(2)89,
9(3)12,
9(4)14,
13(1)4
- been,
5(2)121,
6(3)10,
6(4)3,
7(3)10,
7(4)11,
7(4)12,
7(4)13,
8(1)2,
8(2)9,
8(4)14,
8(4)17,
8(4)18,
9(1)1,
9(4)15,
10(1)5,
10(4)17,
13(1)1,
13(2)6,
13(2)8,
13(2)9,
13(3)11,
13(3)12
- both,
6(2)6,
6(2)7,
6(3)10,
7(1)1,
7(1)2,
7(1)3,
7(3)8,
8(2)7,
8(3)11,
8(3)12,
9(1)2,
9(1)4,
10(1)2,
10(1)4,
10(1)6,
10(2)10,
10(3)13,
10(3)15,
10(4)20,
10(4)21,
11(2)4,
11(2)6,
11(2)7,
11(3)9,
11(4)18,
12(2)5,
12(2)7,
12(4)17,
13(2)9,
13(4)17
- case,
8(2)8,
8(4)14,
9(3)12,
10(3)12,
10(4)18,
12(1)1,
12(1)2,
13(2)8
- Character-Based,
11(2)7
- character-based,
1(4)297,
11(2)7
- competitive,
8(4)16,
12(1)2
- conditional,
2(3)290,
6(4)3,
10(1)4,
10(1)6,
12(1)2
- considered,
5(2)165,
8(4)15,
9(1)1,
11(2)4,
12(1)4,
13(1)2
- corpora,
5(2)89,
5(2)121,
6(2)6,
6(3)11,
7(2)6,
9(4)13,
10(3)15,
10(4)19,
10(4)21,
11(2)6,
11(2)7,
11(3)11,
12(2)7,
13(1)1,
13(1)3,
13(2)9,
13(3)11
- corpus,
4(1)18,
4(4)400,
5(2)165,
6(3)9,
6(3)11,
7(2)6,
7(3)9,
7(4)13,
8(4)17,
9(2)7,
9(4)14,
10(2)7,
11(2)5,
11(3)9,
11(3)10,
11(3)11,
11(4)16,
12(1)1,
12(1)2,
12(1)3,
13(1)3
- corpus-based,
1(3)207,
5(2)89,
9(3)12,
9(4)14,
13(1)4
- current,
8(4)14,
9(1)3,
10(1)6,
13(1)2
- depends,
7(1)1,
13(1)4
- detail,
6(2)7,
6(3)10
- differ,
8(4)14,
10(1)4,
10(2)9
- difference,
7(3)10,
8(4)18,
9(1)3,
9(3)11,
10(1)2,
10(4)17,
12(1)1,
12(3)11,
13(2)10,
13(4)16
- different,
5(2)89,
6(3)9,
6(4)3,
7(2)7,
7(3)8,
7(4)13,
8(1)2,
8(2)7,
8(2)8,
8(3)11,
8(4)16,
8(4)17,
9(1)1,
9(1)4,
9(2)6,
9(3)12,
10(1)4,
10(1)5,
10(3)12,
10(4)17,
10(4)19,
11(3)8,
11(3)11,
11(4)16,
11(4)17,
11(4)18,
12(1)2,
12(3)11,
12(4)17,
13(2)6,
13(3)11,
13(4)16
- discussed,
6(2)7,
8(4)14
- effective,
4(2)78,
6(2)7,
6(3)11,
7(4)12,
7(4)13,
8(1)2,
8(3)10,
9(3)12,
10(2)10,
10(3)14,
10(4)17,
10(4)18,
11(2)4,
11(2)7,
11(4)18,
12(2)7,
12(4)14,
13(3)13,
13(4)16
- effectiveness,
6(2)6,
6(2)8,
6(4)2,
7(2)5,
7(3)10,
8(2)7,
8(4)17,
9(3)11,
9(3)12,
10(3)15,
11(2)5,
11(4)18,
12(4)16,
12(4)17,
13(2)6,
13(3)13,
13(4)18
- enough,
5(2)89,
12(1)2
- ensemble,
10(2)9
- especially,
9(3)11,
11(2)5,
11(4)18,
12(1)1,
12(1)2,
12(1)3,
12(4)14,
13(4)18
- existing,
6(2)8,
6(4)2,
8(1)2,
8(2)7,
9(1)3,
9(4)13,
10(3)16,
11(2)4,
11(2)7,
11(4)18,
12(2)5,
12(4)17,
13(1)2,
13(2)8
- feature,
2(3)290,
5(2)165,
6(4)1,
7(2)6,
7(2)7,
7(3)10,
7(4)13,
8(3)11,
8(4)14,
8(4)17,
9(1)2,
9(2)6,
10(1)5,
10(1)6,
10(2)7,
10(3)13,
10(3)15,
10(4)17,
10(4)19,
10(4)21,
11(3)10,
11(4)14,
11(4)16,
12(1)1,
12(1)4,
12(3)9,
12(3)10,
13(2)9,
13(3)13,
13(4)16
- field,
2(3)290,
6(4)3,
8(4)14,
9(2)7,
10(1)4,
10(1)6,
11(4)13,
12(1)2,
12(4)15
- focus,
7(4)11,
8(1)4,
10(3)12,
10(3)16,
10(4)17,
11(1)2,
12(4)14,
13(3)14
- framework,
3(1)11,
5(2)146,
5(4)360,
8(1)2,
8(1)4,
8(2)9,
8(3)12,
9(1)1,
9(1)2,
9(3)10,
10(3)13,
10(3)14,
10(3)15,
11(2)5,
11(4)15,
12(1)3,
12(4)15,
12(4)17,
13(2)9,
13(4)18
- good,
7(2)7,
12(1)1,
12(3)12,
13(1)4,
13(2)9
- gram,
3(2)113,
6(2)6,
9(2)7,
9(3)11,
11(2)7,
12(1)1,
12(4)15
- has,
5(2)89,
5(2)121,
6(4)2,
6(4)3,
7(3)10,
7(4)11,
7(4)12,
7(4)13,
8(1)2,
8(3)10,
8(4)16,
8(4)17,
8(4)18,
9(1)1,
9(1)2,
9(1)3,
9(4)15,
10(1)4,
10(1)5,
10(4)17,
11(1)2,
11(3)9,
12(1)1,
12(1)2,
12(4)15,
13(1)1,
13(2)6,
13(2)7,
13(2)8,
13(3)12,
13(4)18
- how,
5(2)146,
6(4)3,
7(1)2,
7(3)9,
7(4)12,
8(4)14,
8(4)16,
9(3)12,
11(3)8,
12(4)14,
13(2)9,
13(2)10
- instead,
7(3)8,
11(1)2,
11(2)6
- learning,
3(2)159,
5(1)61,
5(2)121,
5(4)413,
6(2)6,
6(4)1,
6(4)3,
7(2)7,
7(3)9,
8(3)10,
8(4)15,
9(1)3,
10(1)5,
10(2)10,
10(3)16,
10(4)20,
10(4)21,
11(1)3,
11(4)14,
11(4)16,
12(1)1,
12(1)3,
12(2)5,
12(2)7,
12(4)15,
13(1)2,
13(1)3,
13(2)9,
13(4)16,
13(4)17
- linguistic,
2(2)101,
6(3)10,
7(3)9,
7(4)11,
7(4)13,
8(4)15,
8(4)17,
9(1)2,
9(1)3,
10(1)1,
10(2)8,
11(3)10,
11(4)16,
11(4)18,
12(1)2,
12(3)11,
13(3)11
- meaning,
3(1)33,
7(4)11,
9(1)3,
9(2)7,
11(4)14,
12(3)11,
12(4)16
- most,
6(2)6,
7(1)1,
7(3)8,
7(3)10,
8(4)15,
9(1)1,
9(3)11,
10(1)5,
10(2)8,
12(1)1,
12(1)2,
13(1)1,
13(1)4,
13(2)6,
13(3)14,
13(4)18
- obtain,
7(2)7,
7(3)8,
7(3)9,
8(4)15,
9(3)12,
10(3)12,
11(3)8,
12(3)10,
12(4)17,
13(3)14
- of-the-art, state-,
6(4)1,
6(4)3,
7(2)7,
7(4)12,
7(4)13,
8(1)4,
8(2)7,
11(1)1,
11(3)8,
11(4)15,
12(1)1,
12(4)14,
12(4)16,
13(3)13
- one,
5(2)89,
5(2)121,
6(2)6,
6(3)9,
6(4)3,
7(3)8,
7(3)9,
7(4)11,
7(4)13,
8(2)9,
8(4)16,
8(4)17,
9(1)1,
9(2)7,
9(3)12,
9(4)14,
10(1)5,
10(3)12,
10(3)13,
10(4)19,
11(2)4,
11(2)6,
11(2)7,
11(4)14,
12(1)1,
12(1)2,
12(2)5,
12(2)7,
12(3)11,
12(4)16,
13(1)4,
13(2)10,
13(4)17,
13(4)18
- only,
5(2)89,
5(2)165,
7(4)12,
7(4)13,
8(4)17,
9(4)14,
11(2)6,
12(1)3,
12(3)9,
12(3)11,
13(2)6,
13(4)18
- outperform,
6(4)3,
7(2)6,
7(3)10,
7(4)13,
8(2)6,
9(2)6,
10(3)15,
11(2)7,
11(3)8,
11(4)14,
12(2)5,
13(3)13,
13(4)17
- particular,
5(2)89,
8(4)18,
9(1)1,
9(4)15,
10(2)9,
10(4)18,
11(2)5
- performance,
5(2)121,
5(2)165,
6(2)8,
6(3)9,
6(4)1,
6(4)3,
7(1)1,
7(1)2,
7(2)5,
7(2)6,
7(2)7,
7(3)9,
7(3)10,
7(4)13,
8(1)2,
8(1)3,
8(2)7,
8(2)8,
8(2)9,
8(3)10,
8(4)16,
8(4)17,
8(4)18,
9(1)2,
9(1)4,
9(2)6,
9(3)11,
9(3)12,
9(4)14,
10(2)8,
10(3)13,
10(3)14,
11(2)7,
11(3)10,
11(3)11,
11(4)14,
11(4)15,
11(4)17,
12(1)2,
12(3)9,
12(3)11,
12(4)14,
12(4)15,
12(4)16,
13(1)3,
13(1)4,
13(2)7,
13(2)9,
13(4)16,
13(4)17
- precisely,
11(3)11
- previous,
5(2)89,
5(2)121,
7(2)7,
7(4)13,
10(3)15,
10(4)18,
11(2)6,
13(2)6,
13(3)12,
13(4)18
- problem,
6(2)7,
6(3)9,
6(3)11,
6(4)1,
7(1)2,
7(2)7,
7(3)10,
8(1)2,
8(2)9,
8(3)10,
8(4)19,
9(1)1,
9(1)3,
9(4)13,
10(1)2,
10(1)4,
10(3)14,
10(3)16,
10(4)21,
11(3)8,
11(3)11,
11(4)17,
11(4)18,
12(1)2,
12(1)3,
12(2)7,
12(3)10,
12(3)12,
12(4)16,
13(2)8,
13(3)14,
13(4)17
- processing,
3(1)1,
3(4)213,
4(4)375,
5(2)121,
5(4)291,
6(2)7,
6(3)9,
6(3)10,
6(4)3,
7(1)1,
7(1)3,
7(2)7,
7(4)13,
8(1)2,
8(2)9,
8(4)13,
8(4)14,
8(4)16,
8(4)18,
8(4)19,
9(2)6,
9(3)11,
9(4)15,
10(3)11,
10(3)14,
10(4)20,
11(1)2,
11(3)9,
11(4)15,
12(1)3,
12(3)10,
13(1)1,
13(2)7
- proposed,
5(2)121,
5(2)165,
6(2)7,
7(1)1,
7(1)2,
7(3)9,
7(3)10,
7(4)11,
7(4)13,
8(1)4,
8(2)6,
8(3)10,
8(3)11,
8(4)14,
8(4)19,
9(1)1,
9(2)7,
10(2)7,
10(2)9,
10(3)14,
10(4)18,
11(1)3,
11(2)5,
11(2)6,
11(2)7,
11(3)8,
11(3)9,
11(3)10,
11(3)11,
11(4)16,
11(4)17,
12(1)4,
12(2)5,
12(2)7,
12(3)12,
12(4)16,
12(4)17,
13(2)6,
13(2)8,
13(3)13,
13(4)18
- provide,
7(1)2,
8(2)9,
8(3)10,
8(3)12,
9(3)11,
9(3)12,
9(4)13,
12(1)2,
12(1)3,
12(4)14
- random,
2(3)290,
6(4)3,
10(1)4,
10(1)6,
11(4)13,
12(1)2,
12(3)9
- regard,
7(2)6,
11(1)1,
11(4)16,
13(4)17
- resource,
2(2)101,
2(2)124,
4(2)135,
5(2)89,
7(3)9,
7(4)11,
8(2)9,
8(3)12,
8(4)17,
9(3)12,
9(4)14,
10(2)8,
10(3)12,
10(3)16,
10(4)19,
11(4)14,
11(4)16,
11(4)18,
12(1)1,
12(4)14,
12(4)16,
13(1)1,
13(1)3,
13(2)7
- result,
4(2)135,
5(2)121,
5(2)146,
5(2)165,
6(2)6,
6(2)7,
6(3)9,
6(3)11,
6(4)3,
7(1)2,
7(2)5,
7(2)6,
7(2)7,
7(3)8,
7(3)10,
7(4)11,
7(4)12,
7(4)13,
8(1)2,
8(1)3,
8(1)4,
8(2)6,
8(2)9,
8(3)10,
8(3)12,
8(4)14,
8(4)15,
8(4)16,
8(4)17,
8(4)18,
8(4)19,
9(1)1,
9(1)2,
9(2)6,
9(2)7,
9(3)11,
9(3)12,
9(4)14,
10(1)2,
10(2)7,
11(2)4,
11(2)5,
11(3)8,
11(3)9,
11(3)11,
11(4)13,
11(4)14,
11(4)15,
12(1)3,
12(1)4,
12(2)5,
12(2)7,
12(3)9,
12(3)10,
12(3)11,
12(4)14,
12(4)16,
13(1)1,
13(1)4,
13(2)6,
13(2)7,
13(2)9,
13(3)11,
13(3)12,
13(3)14
- segmentation,
8(2)7,
8(4)16,
9(1)2,
9(1)3,
9(4)15,
11(2)7,
12(1)2,
12(1)4,
12(4)16,
13(2)9
- segmented,
7(3)10,
8(2)7,
8(3)11,
12(1)4,
13(2)9
- segmenter,
8(2)7
- selection,
1(1)34,
7(1)3,
8(1)3,
8(2)8,
8(4)15,
8(4)19,
9(3)12,
12(1)1,
13(3)13
- set,
1(3)269,
5(2)121,
6(1)z,
7(1)3,
7(3)8,
7(4)11,
7(4)13,
8(3)10,
8(3)12,
8(4)15,
9(1)1,
9(1)3,
10(1)4,
10(2)8,
10(4)20,
11(2)5,
11(2)7,
11(3)10,
11(3)11,
11(4)13,
11(4)14,
12(1)2,
12(1)4,
12(3)9,
13(2)8,
13(2)9,
13(3)12,
13(3)13,
13(4)17
- show,
5(2)89,
5(2)146,
7(1)1,
7(1)2,
7(1)3,
7(4)11,
7(4)12,
7(4)13,
8(1)4,
8(2)7,
8(2)9,
8(3)12,
8(4)16,
8(4)17,
9(1)1,
9(1)2,
9(1)3,
9(2)6,
9(2)7,
9(3)11,
9(3)12,
9(4)14,
10(1)3,
10(3)15,
11(2)4,
11(2)5,
11(2)7,
11(3)8,
11(3)11,
11(4)14,
11(4)15,
11(4)17,
11(4)18,
12(1)2,
12(1)4,
12(2)5,
12(2)7,
12(3)9,
12(3)10,
12(3)11,
12(4)15,
12(4)16,
13(1)3,
13(2)6,
13(2)7,
13(2)9,
13(3)14
- significant,
5(2)121,
7(1)3,
8(1)4,
8(4)15,
8(4)16,
8(4)17,
8(4)18,
9(3)11,
10(1)5,
10(2)8,
10(3)14,
11(2)6,
11(2)7,
12(1)1,
12(4)16,
13(1)3,
13(3)14,
13(4)16
- simple,
9(3)12,
10(4)18,
12(1)2,
12(3)9,
13(1)4
- six,
11(4)13,
12(3)12
- standard,
6(3)10,
7(4)11,
8(4)14,
8(4)15,
8(4)18,
9(1)1,
9(2)6,
10(3)12,
11(2)5,
11(4)18,
13(2)7,
13(3)13,
13(4)17
- state-of-the-art,
6(4)1,
6(4)3,
7(2)7,
7(4)12,
7(4)13,
8(1)4,
8(2)6,
8(2)7,
11(1)1,
11(3)8,
11(4)15,
12(1)1,
12(4)14,
12(4)16,
13(3)13
- study,
4(2)159,
4(3)243,
5(2)121,
5(2)146,
5(2)165,
5(3)209,
6(2)6,
6(2)7,
8(1)3,
8(1)4,
8(4)16,
9(2)6,
9(2)7,
9(3)11,
10(2)10,
10(3)12,
10(4)17,
10(4)18,
11(1)3,
11(2)6,
11(3)9,
11(3)11,
11(4)14,
13(1)3,
13(2)7,
13(3)11,
13(3)12,
13(3)14
- tag,
10(1)4
- tagging,
1(2)145,
3(1)51,
9(4)15,
10(1)4,
11(2)7,
13(1)1
- technique,
2(1)63,
3(4)243,
5(2)89,
6(1)z,
6(2)7,
6(2)8,
6(3)9,
6(4)2,
6(4)3,
7(2)5,
7(2)7,
7(3)8,
7(4)12,
8(4)18,
9(1)3,
10(1)4,
10(2)9,
10(2)10,
10(4)21,
11(1)1,
12(2)6,
12(3)9,
12(3)11,
12(4)14,
13(2)8,
13(3)12,
13(3)13,
13(4)18
- the-art, state-of-,
6(4)1,
6(4)3,
7(2)7,
7(4)12,
7(4)13,
8(1)4,
8(2)7,
11(1)1,
11(3)8,
11(4)15,
12(1)1,
12(4)14,
12(4)16,
13(3)13
- there,
7(3)9,
7(4)11,
8(2)7,
8(3)12,
8(4)17,
9(3)12,
9(4)15,
10(1)2,
10(3)14,
12(1)2,
13(1)1,
13(2)8,
13(3)14
- though,
6(4)3,
10(4)21,
11(2)7
- three,
1(2)145,
5(2)165,
7(2)7,
7(3)8,
8(1)4,
8(3)12,
9(2)6,
9(3)11,
10(1)5,
10(4)18,
11(4)17,
13(3)11,
13(4)16
- training,
5(2)121,
6(3)11,
7(1)1,
8(1)3,
8(2)6,
8(2)7,
8(3)10,
10(3)12,
10(3)13,
11(3)9,
12(1)1,
12(2)5,
12(3)9,
12(3)10,
13(1)2,
13(1)3,
13(1)4,
13(4)17
- treated,
10(1)5,
13(2)8
- unified,
1(1)3,
10(3)13,
10(3)15,
11(2)5
- verified,
7(2)6,
8(1)2
- way,
5(2)89,
6(2)7,
8(3)12,
8(4)14,
10(4)17
- what,
2(3)169,
12(4)14,
13(1)5
- when,
5(2)89,
6(3)9,
6(3)11,
7(2)6,
7(4)11,
7(4)13,
8(1)3,
8(4)16,
8(4)17,
9(1)3,
9(3)11,
9(3)12,
9(4)13,
11(2)4,
12(1)2,
12(4)14,
13(2)8,
13(3)12
- which,
5(2)89,
5(2)121,
6(2)6,
6(2)8,
6(3)10,
6(4)1,
7(1)3,
7(2)7,
7(3)10,
7(4)13,
8(1)2,
8(1)4,
8(2)9,
8(3)10,
8(3)12,
8(4)14,
8(4)16,
8(4)18,
9(1)1,
9(3)12,
9(4)14,
9(4)15,
10(1)4,
10(1)6,
10(2)7,
10(2)8,
10(2)9,
10(3)12,
10(3)13,
10(3)14,
10(3)15,
10(4)17,
10(4)19,
10(4)20,
11(2)6,
11(3)8,
11(3)9,
11(4)13,
11(4)14,
11(4)15,
11(4)16,
11(4)18,
12(1)1,
12(1)3,
12(1)4,
12(2)5,
12(2)6,
12(2)7,
12(3)10,
12(3)11,
12(4)15,
12(4)17,
13(1)1,
13(2)8,
13(3)13,
13(4)17,
13(4)18
- work,
5(2)121,
6(2)6,
6(3)11,
6(4)2,
7(2)7,
7(3)9,
8(4)19,
9(4)15,
10(1)4,
10(2)10,
12(1)3,
12(3)9,
13(1)1,
13(2)9,
13(3)14,
13(4)18