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21
c ○ 2001 Kluwer Academic Publishers. Manufactured in The Netherlands. Learning Translation Templates from Bilingual Translation Examples
Ilyas Cicekli
;
H. Altay Güvenir
In: http://www.cs.bilkent.edu.tr/~guvenir/publications/AI-15-1-57.pdf
Abstract:
Abstract. A mechanism for learning lexical correspondences between two languages from sets of translated sentence pairs is presented. These lexical level correspondences are learned using analogical reasoning between two translation examples. Given two translation examples, the similar parts of the sentences in the source language must correspond to the similar parts of the sentences in the target language. Similarly, the different parts must correspond to the respective parts in the translated sentences. The correspondences between similarities and between differences are learned in the form of translation templates. A translation template is a generalized translation exemplar pair where some components are generalized by replacing them with variables in both sentences and establishing bindings between these variables. The learned translation templates are obtained by replacing differences or similarities by variables. This approach has been implemented and tested on a set of sample training datasets and produced promising results for further investigation.
Keyword:
corpus-based machine translation
;
example-based machine translation
;
exemplar based machine learning
URL:
http://www.cs.bilkent.edu.tr/~guvenir/publications/AI-15-1-57.pdf
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.65.7395
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22
Generation of Turkish Verbal Groups with Systemic-functional Grammar
Turgay Korkmaz
;
Ilyas Cicekli
In: http://www.cs.bilkent.edu.tr/~ilyas/PDF/tainn96.pdf
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23
Generation of Simple Turkish Sentences with Systemic-Functional Grammar
Ilyas Cicekli Dept
;
Ilyas Cicekli
;
Turgay Korkmaz
In: http://lcg-www.uia.ac.be/conll98/ps/165173ci.ps
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24
Lexical Cohesion Based Topic Modeling for Summarization
Gonenc Ercan
;
Ilyas Cicekli
In: http://www.cs.bilkent.edu.tr/~ilyas/PDF/cicling2007.pdf
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25
Using Lexical Chains for Keyword Extraction
Gonenc Ercan
;
Ilyas Cicekli
In: http://www.cs.bilkent.edu.tr/~ilyas/PDF/ipm2007.pdf
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26
A Link Grammar for an Agglutinative Language
Ozlem Istek
;
Ilyas Cicekli
In: http://www.cs.bilkent.edu.tr/~ilyas/PDF/ranlp2007_linkgrammer.pdf
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27
Ordering Translation Templates by Assigning Confidence Factors
Zeynep Öz
;
Ilyas Cicekli
In: http://www.cs.bilkent.edu.tr/~ilyas/PDF/amta98-confidencefactor.pdf
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28
An Ontology-Based Approach to Parsing Turkish Sentences?
Murat Temizsoy
;
Ilyas Cicekli
In: http://www.cs.bilkent.edu.tr/~ilyas/PDF/amta98-ontologyparsing.pdf
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29
Automatic Creation of a Morphological Processor in Logic Programming Environment 1
Ilyas Cicekli
;
Murat Temizsoy
In: http://www.cs.bilkent.edu.tr/~ilyas/PDF/pap97.pdf
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30
Generic Text Summarization for Turkish
Celal Cığır
;
Mücahid Kutlu
;
Ilyas Cicekli
In: http://www.cs.bilkent.edu.tr/~ilyas/PDF/iscis2009Summarization.pdf
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31
TURKSENT: A Sentiment Annotation Tool for Social Media
Tanel Temel
;
Fatih Samet Çetin
;
Meltem Yanık
...
In: http://wing.comp.nus.edu.sg/~antho/W/W13/W13-2316.pdf
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32
arXiv:cmp-lg/9607027v1 26 Jul 1996Learning Translation Rules From A Bilingual Corpus ⋆
Ilyas Cicekli
;
H. Altay Güvenir
In: http://arxiv.org/pdf/cmp-lg/9607027v1.pdf
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