Application of the Neural Network Based on the Multilayer Perceptron Genetic Algorithm in Chinese‐English Two‐Way Translation

Y Yu - Journal of Sensors, 2022 - Wiley Online Library
… paper considers using the language model to filter the corpus. … the changes of system
parameters and external disturbances … , the process of superparameter optimization is as follows. …

Improving statistical machine translation quality using differential evolution

J Dugonik, B Bošković, J Brest… - Informatica, 2019 - content.iospress.com
… of main control parameters. Translations are then evaluated … as an optimization problem
that will be tackled using the jDE … DE algorithm is a simple and effective evolutionary algorithm

A forefront to machine translation technology: deployment on the cloud as a service to enhance QoS parameters

M Singh, R Kumar, I Chana - Soft Computing, 2020 - Springer
… This paper presents a MTS that has been developed using a … In this paper, Sanskrit–Hindi
hybrid MT system is proposed … parameters such as average response time, cost optimization

Role of genetic algorithm in optimization of Hindi word sense disambiguation

S Bhatia, A Kumar, MM Khan - IEEE Access, 2022 - ieeexplore.ieee.org
… , the proposed algorithm employs a genetic algorithm. The … of unannotated corpora:
monolingual and parallel corpora. … The parameters of the problem to be optimised are encoded …

A survey of multilingual neural machine translation

R Dabre, C Chu, A Kunchukuttan - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
… on MT systems that involve more than two languages [21–23… Reinforcement learning and
genetic algorithms applied to … In our opinion, unsupervised MT methods using monolingual

GTR-GA: Harnessing the power of graph-based neural networks and genetic algorithms for text augmentation

A Onan - Expert systems with applications, 2023 - Elsevier
using graph-based neural networks and genetic algorithms. … the genetic algorithm (GA)
with ant colony optimization (ACO… methods involved using various parameters and datasets to …

Slavic languages in phrase-based statistical machine translation: a survey

MS Maučec, J Brest - Artificial intelligence review, 2019 - Springer
… language by an evolutionary algorithm to improve translation … are compiled from monolingual
corpora, typically using large … research work in MT, most commercial MT systems have from …

Arabic machine translation: A survey with challenges and future directions

J Zakraoui, M Saleh, S Al-Maadeed, JM Alja'am - IEEE Access, 2021 - ieeexplore.ieee.org
… Although, many MT systems and tools that support Arabic … metrics to optimize the performance
of their systems. Notably, most … where they trained an NMT system using different genres …

Utilizing language relatedness to improve machine translation: A case study on languages of the indian subcontinent

A Kunchukuttan, P Bhattacharyya - arXiv preprint arXiv:2003.08925, 2020 - arxiv.org
systems using linguistic features and monolingual corpora. … MT has involved rule-based MT
systems. The AnglaBharati … of BPE merge operations=1000), using the same procedure as …

Language relatedness evaluation for multilingual neural machine translation

C Mi, S Xie - Neurocomputing, 2024 - Elsevier
… distance using character n-grams from monolingual corpora. The … an optimized language
classification method in this study. … λ and θ are parameters to balance the weights of word and …