Entry Qiu:2012:RIT from talip.bib
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BibTeX entry
@Article{Qiu:2012:RIT,
author = "Xipeng Qiu and Ling Cao and Zhao Liu and Xuanjing
Huang",
title = "Recognizing Inference in Texts with {Markov} Logic
Networks",
journal = j-TALIP,
volume = "11",
number = "4",
pages = "15:1--15:??",
month = dec,
year = "2012",
CODEN = "????",
DOI = "https://doi.org/10.1145/2382593.2382597",
ISSN = "1530-0226 (print), 1558-3430 (electronic)",
ISSN-L = "1530-0226",
bibdate = "Thu Dec 6 07:40:55 MST 2012",
bibsource = "http://portal.acm.org/;
http://www.math.utah.edu/pub/tex/bib/talip.bib",
abstract = "Recognizing inference in texts (RITE) attracts growing
attention of natural language processing (NLP)
researchers in recent years. In this article, we
propose a novel approach to recognize inference with
probabilistic logical reasoning. Our approach is built
on Markov logic networks (MLNs) framework, which is a
probabilistic extension of first-order logic. We design
specific semantic rules based on the surface,
syntactic, and semantic representations of texts, and
map these rules to logical representations. We also
extract information from some knowledge bases as common
sense logic rules. Then we utilize MLNs framework to
make predictions with combining statistical and logical
reasoning. Experiment results shows that our system can
achieve better performance than state-of-the-art RITE
systems.",
acknowledgement = ack-nhfb,
articleno = "15",
fjournal = "ACM Transactions on Asian Language Information
Processing",
journal-URL = "http://portal.acm.org/browse_dl.cfm?&idx=J820",
}
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9(2)5,
11(1)1,
11(3)8,
12(1)1,
12(4)14,
12(4)16,
13(3)13
- statistical,
1(1)3,
3(2)87,
3(4)243,
5(2)121,
5(4)323,
5(4)360,
6(1)z-4,
7(1)1,
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12(3)12,
12(4)14,
12(4)16,
12(4)17,
13(1)2,
13(1)3,
13(1)4,
13(4)17
- surface,
7(4)12,
8(2)6,
9(1)3,
9(2)6,
12(3)11
- syntactic,
6(4)1,
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7(4)13,
8(1)4,
8(4)15,
9(2)6,
10(3)12,
10(3)15,
10(4)17,
11(3)8,
11(4)14,
11(4)18,
12(4)17,
13(2)9
- text,
1(1)34,
1(2)159,
3(3)190,
3(4)215,
4(1)38,
4(2)135,
4(4)435,
5(1)1,
5(2)165,
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6(3)10,
6(4)2,
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9(1)1,
9(3)10,
9(4)15,
10(3)14,
11(1)2,
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12(3)11,
12(4)15,
13(1)1,
13(1)4,
13(2)7,
13(2)8,
13(2)9,
13(2)10,
13(3)14
- than,
5(2)146,
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11(2)7,
11(3)8,
11(3)9,
11(4)13,
12(2)7,
12(3)10,
12(4)16,
13(1)1,
13(4)17
- 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,
9(2)5,
11(1)1,
11(3)8,
12(1)1,
12(4)14,
12(4)16,
13(3)13
- then,
5(2)121,
6(2)6,
7(1)1,
7(3)10,
7(4)12,
8(1)4,
8(2)7,
8(3)10,
8(3)11,
8(3)12,
8(4)14,
9(1)1,
9(2)7,
9(3)11,
10(2)7,
10(3)13,
10(4)20,
11(1)3,
11(2)7,
11(3)11,
12(1)3,
12(3)10,
12(4)17,
13(1)4,
13(2)9,
13(3)13,
13(4)16
- utilize,
6(2)8,
11(4)18
- 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(2)5,
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)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
- year,
7(4)11,
8(4)18,
9(2)7