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] A corpus-based statistics-oriented two-way design for parameterized MT systems: Rationale, Architecture and Training issues

KY Su, JS Chang, YLU Hsu - … Issues in Machine Translation (TMI-95), 1995 - Citeseer
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 …

Towards improving English-Latvian translation: a system comparison and a new rescoring feature

M Khalilov, JA Rodríguez Fonollosa… - Seventh …, 2011 - upcommons.upc.edu
This paper presents a comparative study of two alternative approaches to statistical machine
translation (SMT) and their application to a task of English-to-Latvian translation …

Phrase-based statistical machine translation: explanation of its processes and statistical models and evaluation of the English to Spanish translations produced

IM Pérez García - 2016 - rua.ua.es
Statistical machine translation (SMT) is an approach to Machine Translation (MT) that uses
statistical models whose parameter estimation is based on the analysis of existing human …

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 …

Language-independent hybrid MT: Comparative evaluation of translation quality

G Tambouratzis, M Vassiliou… - Hybrid Approaches to …, 2016 - Springer
The present chapter reviews the development of a hybrid Machine Translation (MT)
methodology, which is readily portable to new language pairs. This MT methodology (which …

Quality-based ranking of translation outputs

N Bharti, N Joshi, I Mathur, P Katyayan - IT Professional, 2020 - ieeexplore.ieee.org
Translation ranking is inherently of great significance for machine translation (MT), as it
allows the comparison of performances of multiple MT systems as well as for its efficient …

[PDF][PDF] Towards Optimal Choice Selection for Improved Hybrid Machine Translation.

C Federmann, M Melero, P Pecina… - Prague Bull. Math …, 2012 - ufal.mff.cuni.cz
In recent years, machine translation (MT) research focused on investigating how hybrid MT
as well as MT combination systems can be designed so that the resulting translations give …

[PDF][PDF] Evaluating the impact of using a domain-specific bilingual lexicon on the performance of a hybrid machine translation approach

N Semmar, O Zennaki, M Laib - Proceedings of the International …, 2015 - aclanthology.org
This paper describes an Example-Based Machine Translation prototype and presents an
evaluation of the impact of using a domainspecific vocabulary on its performance. This …

Classification‐Based Approach for Hybridizing Statistical and Rule‐Based Machine Translation

EJ Park, OW Kwon, K Kim, YK Kim - Etri Journal, 2015 - Wiley Online Library
In this paper, we propose a classification‐based approach for hybridizing statistical machine
translation and rule‐based machine translation. Both the training dataset used in the …