Entry Zhang:2012:ABH from talip.bib
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BibTeX entry
@Article{Zhang:2012:ABH,
author = "Lidan Zhang and Kwop-Ping Chan",
title = "Adaptive {Bayesian HMM} for Fully Unsupervised
{Chinese} Part-of-Speech Induction",
journal = j-TALIP,
volume = "11",
number = "3",
pages = "9:1--9:??",
month = sep,
year = "2012",
CODEN = "????",
DOI = "https://doi.org/10.1145/2334801.2334803",
ISSN = "1530-0226 (print), 1558-3430 (electronic)",
ISSN-L = "1530-0226",
bibdate = "Tue Sep 11 14:17:04 MDT 2012",
bibsource = "http://portal.acm.org/;
http://www.math.utah.edu/pub/tex/bib/talip.bib",
abstract = "We propose an adaptive Bayesian hidden Markov model
for fully unsupervised part-of-speech (POS) induction.
The proposed model with its inference algorithm has two
extensions to the first-order Bayesian HMM with
Dirichlet priors. First our algorithm infers the
optimal number of hidden states from the training
corpus rather than fixes the dimensionality of state
space beforehand. The second extension studies the
Chinese unknown word processing module which measures
similarities from both morphological properties and
context distribution. Experimental results showed that
both of these two extensions can help to find the
optimal categories for Chinese in terms of both
unsupervised clustering metrics and grammar induction
accuracies on the Chinese Treebank.",
acknowledgement = ack-nhfb,
articleno = "9",
fjournal = "ACM Transactions on Asian Language Information
Processing",
journal-URL = "http://portal.acm.org/browse_dl.cfm?&idx=J820",
}
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10(2)10,
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11(2)6,
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10(2)10,
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10(4)18,
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9(4)13,
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10(3)12,
10(3)14,
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10(4)20,
11(2)4,
11(2)5,
11(2)7,
11(3)8,
11(3)11,
11(4)17,
12(1)1,
12(1)2,
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10(3)14,
10(3)15,
10(4)17,
10(4)19,
10(4)20,
11(2)6,
11(3)8,
11(4)13,
11(4)14,
11(4)15,
11(4)16,
11(4)18,
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12(2)5,
12(2)6,
12(2)7,
12(3)10,
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