... An
Incremental
Learning
Algorithm
Based
on
Support
Vector
Domain
Classifier
Yinggang
Zhao,
Qinming
He
College
of
Computer
Science,
Zhejiang
University,
Hangzhou
310027,
China
Email:
ygzl29g163.com
SVDD
algorithm
gives
us
an
enlightenment:
when
we
classify
a
binary-class
dataset,
if
we
only
know
part
of
sample's
Abstract
category
(
for
example,
samples
with
categor...
... representation
while providing a wide range of applications
in both analytical and computational linguistics.
Rhetorical Structure Theory (Mann and Thomp-
son, 1988) provides a framework to analyze and
study ... compositionality criterion (see
Sect. 3.5), we expect to see certain correlations
between the relation being classified and relation
patterns in either sub-tree, based on theoretic...
...
head (e.g. PLANNING in the term RE-
GIONAL
NETWORK PLANNING),
and expansion (e.g.
REGIONAL in
the
term REGIONAL NETWORK) 1
This analysis allows the organisation of all the
candidate terms ... shows an action (CON-
STRUCTION) which can be applied to the object
LINE.
This definition of the context is original compared
to the classical context definitions used in Informa-
tion Re...
...
utterances and context. The speaker and utterance
elements contain information about the characters
who speak and what they said at each dialogue
turn. On the other hand, context elements contain ... Salton
and Buckley, 1988).
Before performing the vectorization, word toke-
nization was conducted. In this step, all punctua-
tion marks were removed, with the exception of
the question...
... Taiwan
churen@gate.sinica.edu.tw
Abstract
This paper describes an on- going project
concerning with an ontological lexical re-
source based on the abundant conceptual
information grounded on Chinese ... traditional philo-
logical construct of Hanzi into consideration. By
analyzing the conceptual relations between char-
acters (b) which scatter among diverse lexical re-
sources, we...
... A Mention-Synchronous Coreference Resolution Algorithm Based on the
Bell Tree
Xiaoqiang Luo and Abe Ittycheriah
Hongyan Jing and Nanda Kambhatla and Salim Roukos
1101 Kitchawan Road
Yorktown ... among mentions other than the two
in question is ignored. However, models in (McCal-
lum and Wellner, 2003) compute directly the probabil-
ity of an entity configuration conditioned on mentio...
... International Confer-
ence on Machine Learning, pages 150–157.
Susan Dumais, John Platt, David Heckerman, and
Mehran Sahami. 1998. Inductive learning algorithms
and representations for text categorization. ... European Conference
on Machine Learning.
TakuKudo and Yuji Matsumoto. 2000a. Japanese depen-
dency structure analysis based on support vector ma-
chines. In Proceedings...
... signal enhancement at very low Gd concentrations. This
modularly designed contrast agent represents a new tool for improved monitoring and
evaluation of interventions at the gene transcription level. ... synthesis and application of a Gd
x
Sc
3-x
N@C
80
-BioShuttle-conjugate referred to as
Gd-cluster@-BioShuttle, which features high proton relaxation and, in comparison to the
commonly use...
... emotion in comparison
with five ones by Ortony and Johnson ( sadness, happiness, love, anger, hate)
3 Emotion metaphor
An investigation into the role of metaphor in description of emotion in ... manifestations than other conscious
states;
• they vary along a number of dimensions: intensity, type and range of intentional
objects, etc.
• they are reputed to be antagonists of rationality;...