a machine learning approach for identifying diseasetreatment relations in short texts
Báo cáo khoa học: "A Machine Learning Approach to German Pronoun Resolution" docx
Ngày tải lên :
17/03/2014, 06:20
... pronominal and
otherwise, has been a popular research area in
Natural Language Processing for more than two
decades, with extensive documentation of both
the rule-based and the machine learning approach.
For ... system are summarised
in Table 4.3. The individual features for anaphor
A Machine Learning Approach to German Pronoun Resolution
Beata Kouchnir
Department of Computational Linguistics
Tăubingen ... the an-
tecedent
dist distance in markables
between anaphor and an-
tecedent (1 20)
same agr same agreement of anaphor
and antecedent?
same gramrole same grammatical role of
anaphor and antecedent?
same...
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Báo cáo khoa học: "A Machine Learning Approach to Pronoun Resolution in Spoken Dialogue" docx
Ngày tải lên :
23/03/2014, 19:20
... embedding in a sentence
6. ana
gram func grammatical function of anaphor
7. ana
npform form of anaphor
8. ana
agree person, gender, number
9. ana
case grammatical case of anaphor
10. ana
s depth ... contained an NP-markable at the current posi-
tion and if this markable was not an indefinite noun
phrase, it was considered a potential anaphor. In
that case, pairs of potentially coreferring ... grammatical case and the
depth of embedding in the syntactical structure.
For these features, each instance contains one
value for the antecedent and one for the anaphor.
Coreference-level features,...
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Báo cáo khoa học: "A machine-learning approach to the identification of WH gaps" doc
Ngày tải lên :
24/03/2014, 03:20
... A machine- learning approach to the identification of WH gaps
Derrick Higgins
Educational Testing Service
dchiggin@alumni.uchicago.edu
Abstract
In this paper, we pursue a multi-
modular, statistical ... identifying gaps could also aid
in automatic lexical acquisition techniques. Many
other applications are imaginable as well, using
the gap location to inform intonation, semantics,
collocation ... this paper consists in the de-
velopment of a machine- learning approach to the
identification of WH gaps. This approach reduces
the lexical prerequisites for this task, while main-
taining a high...
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Báo cáo khoa học: "A multi-staged approach to identifying complex events in textual data" ppt
Ngày tải lên :
08/03/2014, 21:20
... the area of cross-document
coreference, and is also leading us to investigate
visual ways to define queries that go beyond the
paragraph and span many texts over many years.
Finally, we are hoping ... exist in an interac-
tive environment. Specifically, we classify each
paragraph in our document collection into one of
several interested financial areas. Examples in-
clude: Accounting Rule Change, ... IJCAI ’99 Workshop on Information Filtering.
Lodhi, H., Saunders, C., Shawe-Taylor, J., Cristianini,
and N., Watkins, C. 2002. Text classification using
string kernels. Journal of Machine Learning...
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Báo cáo khoa học: "A Seed-driven Bottom-up Machine Learning Framework for Extracting Relations of Various Complexity" pdf
Ngày tải lên :
23/03/2014, 18:20
... prize award
domain. One of the target relations in the domain is
about a person who obtains a special prize in a cer-
tain area in a certain year, namely, a quaternary
tuple, see (3). (4) is a ... (6) in
a straightforward way.
4.2 Rule Validation: Ranking and Filtering
Our ranking strategy has incorporated the ideas
proposed by Riloff (1996), Agichtein and Gravano
(2000), Yangarber ...
Abstract
A minimally supervised machine learning
framework is described for extracting rela-
tions of various complexity. Bootstrapping
starts from a small set of n-ary relation in-
stances...
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Báo cáo khoa học: "A Re-examination of Machine Learning Approaches for Sentence-Level MT Evaluation" ppt
Ngày tải lên :
08/03/2014, 02:21
... Brockett.
2001. A machine learning approach to the automatic eval-
uation of machine translation. In Proceedings of the 39th
Annual Meeting of the Association for Computational Lin-
guistics, July.
Thorsten ... Gildea. 2005. Syntactic features for
evaluation of machine translation. In ACL 2005 Workshop
on Intrinsic and Extrinsic Evaluation Measures for Machine
Translation and/or Summarization, June.
Ding ... Evaluation with Machine Learning
A good automatic evaluation metric can be seen as
a computational model that captures a human’s de-
cision process in making judgments about the ade-
quacy and...
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Tài liệu Báo cáo khoa học: A systems biology approach for the analysis of carbohydrate dynamics during acclimation to low temperature in Arabidopsis thaliana doc
Ngày tải lên :
14/02/2014, 22:20
... Lundmark M, Cavaco AM, Trevanion S & Hurry V
(2006) Carbon partitioning and export in transgenic
Arabidopsis thaliana with altered capacity for sucrose
synthesis grown at low temperature: a ... gas
analysis system (Uras 3 G; Hartmann & Braun AG, Frank-
furt am Main, Germany). A whole-rosette cuvette design
was used as described in [31]. Gas exchange was measured
in the growth chamber ... simulation
A mathematical model was developed, representing central
carbohydrate metabolism in leaves of A. thaliana. The
model was based on the following system of ordinary dif-
ferential equations...
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Báo cáo khoa học: "A Bio-inspired Approach for Multi-Word Expression Extraction" doc
Ngày tải lên :
08/03/2014, 02:21
... in Computer Science 3230: Ad-
vances in Natural Language Processing.
Suleiman H. Mustafa, 2004. Character contiguity in
N-gram-based word matching: the case for Arabic
text searching. Information ... Comparisons with
variant n-gram approaches, which are the leading
approaches, are performed for verifying the effec-
tiveness of our approach. Although LCS approach
results in better extraction ... MWE repeats itself constantly in
corpus(Taneli,2003).
The extraction of MWE plays an important role
in several areas, such as machine translation (Pas-
cale,1997), information extraction (Kalliopi,2000)
etc....
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Báo cáo khoa học: "Using Emoticons to reduce Dependency in Machine Learning Techniques for Sentiment Classification" pot
Ngày tải lên :
17/03/2014, 06:20
... sets) as
optimising training data. For each set of training
data we extracted a context of an increasing num-
ber of tokens (from 10 to 1,000 in increments of 10)
both before and in a window
4
around ... that performance in a
given topic is best if the training data is from the
same topic. For example, the Finance-trained SVM
classifier achieved an accuracy of 78.8% against ar-
ticles from Finance, ... experi-
ments in total.
cons dataset was exhausted.
It appears possible that more training data will im-
prove the performance of the Emoticon-trained clas-
sifiers by increasing the coverage. Potential...
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Community-Based Health Education Intervention: A Service-Learning Approach docx
Ngày tải lên :
22/03/2014, 15:21
... barriers and
challenges. According to Welle-Graf (2000), maintaining service-leaning partnerships requires
substantial ongoing support, training, and management. Having a designated office and ...
Community-Based Health Education Intervention: A Service -Learning
Approach
Srijana M. Bajracharya, Associate Professor, Department of Health Promotion and Physical
Education, Ithaca College
A variety ... is a win-win situation for all involved. For students, such experiential
learning can be most valuable and meaningful.
Evidence of participation in service -learning projects can be a valuable...
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Which interest rate scenario is the worst one for a bank? Evidence from a tracking bank approach for German savings and cooperative banks potx
Ngày tải lên :
22/03/2014, 23:20
... Does intra-firm bargaining matter for Michael Krause
business cycle dynamics? Thomas Lubik
18 2007 Uncertainty about perceived inflation target Kosuke Aoki
and monetary policy Takeshi ... conditions visiting researchers have access to a wide range of data in the
Bundesbank. They include micro data on firms and banks not available in the public.
Visitors should prepare a research project ... marketability of bank assets and managerial Falko Fecht
rents: implications for financial stability Wolf Wagner
31
07 2008 Which interest rate scenario is the worst one for
a bank?...
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Báo cáo khoa học: "A Supervised Learning Approach to Automatic Synonym Identification based on Distributional Features" ppt
Ngày tải lên :
23/03/2014, 17:20
... essential, as pattern-based approach is enhanced
with the supervised machine learning.
In this paper, we propose a novel approach to
automatic synonym identification based on super-
vised learning ... proposed a novel approach to au-
tomatic synonym identification based on supervised
machine learning and distributional features. For
this purpose, we re-formalized synonym acquisition
as a classification ... Dagan, and Maayan Geffet. 2006.
Integrating pattern-based and distributional similarity
methods for lexical entailment acquisition. Proc. of
COLING/ACL 06, 579–586.
Brian Roark and Eugene Charniak....
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- a machine learning approach
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- a machine learning approach for identifying diseasetreatment ppt
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- a machine learning approach for identifying disease treatment relations in short texts pdf
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- a machine learning approach for identifying diseasetreatment relations in short texts doc
- a machine learning approach for identifying diseasetreatment relations in short texts abstract
- a machine learning approach for identifying diseasetreatment relations in short texts documentation
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- a machine learning approach for identifying diseasetreatment relations in short texts
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