Parameter optimisation of MT systems operating on monolingual corpora employing a genetic algorithm

S Sofianopoulos, G Tambouratzis, G Carayannis - 2008 - archive.ilsp.gr
In this paper, a method is proposed for the automated optimisation of parameters used in a
system performing automatic translation from a source language to a target language. This …

Multi-objective optimisation of real-valued parameters of a hybrid MT system using Genetic Algorithms

S Sofianopoulos, G Tambouratzis - Pattern Recognition Letters, 2010 - Elsevier
In this paper, an automated method is proposed for optimising the real-valued parameters of
a hybrid Machine Translation (MT) system that employs pattern recognition techniques …

[PDF][PDF] Learning from Parallel Corpora: Experiments in Machine Translation

L Iomdin, O Streiter - Proceedings of the Dialogue'99 International Seminar …, 1999 - cl.iitp.ru
The research described in this paper is rooted in the endeavours to dynamically combine
different MT approaches in order to improve the performance of MT systems–most …

Choosing the best machine translation system to translate a sentence by using only source-language information

F Sánchez-Martinez - 2011 - rua.ua.es
This paper describes a novel approach aimed to identify a priori which subset of machine
translation (MT) systems among a known set will produce the most reliable translations for a …

A simple multilingual machine translation system

J Hajic, P Homola, V Kubon - Proceedings of Machine Translation …, 2003 - aclanthology.org
The multilingual machine translation system described in the first part of this paper
demonstrates that the translation memory (TM) can be used in a creative way for making the …

Machine Translation Optimization using Hybrid Architectures

N Ashraf, M Ahmad - International Journal of Applied Information Systems, 2016 - ijais.org
Humans learn their culture through language. Its inquisitive nature of human and passion to
travel across the world, warrants different cultures interact with each other, the means to …

[PDF][PDF] Using monolingual corpora for statistical machine translation: the METIS system

Y Dologlou, S Markantonatou… - … Improving MT through …, 2003 - aclanthology.org
In this article the principles of the METIS Machine Translation system are presented. METIS
employs an extensive tagged and lemmatised corpus of texts in the target language …

[PDF][PDF] Genetic algorithm-based multi-word automatic language translation

A Zogheib - Recent Advances in Intelligent Information Systems, 2011 - mt-archive.net
Abstract An Automatic Language Translation System's quality depends mainly on that of two
components: the Alignment approach and the Translation Model. In this paper, we will …

[PDF][PDF] Evaluating translation quality as input to product development

N Bohan, E Breidt, M Volk - 2000 - zora.uzh.ch
In this paper we present a corpus-based method to evaluate the translation quality of
machine translation (MT) systems. We start with a shallow analysis of a large corpus and …

[PDF][PDF] A corpus-based two-way design for parameterized MT systems: Rationale, architecture and training issues

KY Su, JS Chang, YLU Hsu - Proceedings of the Sixth Conference …, 1995 - aclanthology.org
In many conventional MT systems, the translation output of a machine translation system is
strongly affected by the sentence patterns of the source language due to the one-way …