Machine translation systems for Indian languages: review of modelling techniques, challenges, open issues and future research directions

M Singh, R Kumar, I Chana - Archives of Computational Methods in …, 2021 - Springer
With the advancement in computer language technology in a multilingual country like India,
numerous linguistics require technology for translation. It aids in research for ancient …

[HTML][HTML] Latest trends in hybrid machine translation and its applications

MR Costa-Jussa, JAR Fonollosa - Computer Speech & Language, 2015 - Elsevier
This survey on hybrid machine translation (MT) is motivated by the fact that hybridization
techniques have become popular as they attempt to combine the best characteristics of …

[PDF][PDF] Using particle swarm optimization to accurately identify syntactic phrases in free text

G Tambouratzis - Journal of Artificial Intelligence and Soft Computing …, 2018 - sciendo.com
The present article reviews the application of Particle Swarm Optimization (PSO) algorithms
to optimize a phrasing model, which splits any text into linguistically-motivated phrases. In …

PSO optimal parameters and fitness functions in an NLP task

G Tambouratzis - 2019 IEEE Congress on Evolutionary …, 2019 - ieeexplore.ieee.org
The present article investigates the optimal setup of a particle swarm algorithm for a specific
natural language processing task. This task consists of identifying syntactic phrases in …

Applying PSO to natural language processing tasks: Optimizing the identification of syntactic phrases

G Tambouratzis - 2016 IEEE Congress on Evolutionary …, 2016 - ieeexplore.ieee.org
The present article discusses the use of Particle Swarm Optimisation (PSO) in a natural
language processing task, namely the creation of a phrasing model which splits any …

Conditional Random Fields versus template-matching in MT phrasing tasks involving sparse training data

G Tambouratzis - Pattern Recognition Letters, 2015 - Elsevier
This communication focuses on comparing the template-matching technique to established
probabilistic approaches–such as conditional random fields (CRF)–on a specific linguistic …

[PDF][PDF] Comparing CRF and template-matching in phrasing tasks within a Hybrid MT system

G Tambouratzis - Proceedings of the 3rd Workshop on Hybrid …, 2014 - aclanthology.org
The present article focuses on improving the performance of a hybrid Machine Translation
(MT) system, namely PRESEMT. The PRESEMT methodology is readily portable to new …

Modifying the velocity in adaptive PSO to improve optimisation performance

G Tambouratzis - 2017 Ninth International Conference on …, 2017 - ieeexplore.ieee.org
This article investigates the evolution of the velocity vector as the AdPSO (Adaptive PSO)
algorithm optimizes a set of parameters through a number of epochs. Experimental results …

3D Character Animation Using Sign Language

ACA Ferreira - 2017 - search.proquest.com
Perda de audição é a incapacidade parcial ou total de ouvir que afeta aproximadamente
10% da população mundial. Uma das principais consequências desta condição é a perda …

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 …