Hybrid machine translation

Hybrid machine translation (HMT) refers to a type of machine translation that utilizes both rule-based machine translation and statistical machine translation (SMT) in its translation process. It combines the strengths of both approaches to improve the accuracy and fluency of the translated output.From: Natural Language Processing in Artificial Intelligence [2020], Machine translation model for effective translation of Hindi poetries into English [2022]

Futurity of Translation Algorithms for Neural Machine Translation (NMT) and Its Vision

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Published in Brojo Kishore Mishra, Raghvendra Kumar, Natural Language Processing in Artificial Intelligence, 2020

K. Mandal, G. S. Pradeep Ghantasala, Firoz Khan, R. Sathiyaraj, B. Balamurugan

Hybrid machine translation (HMT) is a type of machine translation; it uses both the combination of rule-based machine translation and SMT. i.e., it extracts both the features of RBMT and SMT [41]. The main characteristic of HMT is to combine multiple machine translation approaches into a single machine translation system; by doing like this if any failure occurred in any single technique can also leads to accomplish an acceptable level of precision.

Machine translation model for effective translation of Hindi poetries into English

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Published in Journal of Experimental & Theoretical Artificial Intelligence, 2022

Rajesh Kumar Chakrawarti, Jayshri Bansal, Pratosh Bansal

Nair et al. (2016), proposed the machine translation system based on declension rule for converting the English word into Hindi. In this translation process, they used the hybrid Machine Translation (HMT), which is the combination of SMT and the MT system. Here, the input sentence is peruse using the Stanford POS tagger which checks the grammatical structure of the sentence. And, then using declension rule takes tag output from the POS tag. However, this proposed model cannot deal in multi-database, for better translation.

Hybrid machine translation

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Futurity of Translation Algorithms for Neural Machine Translation (NMT) and Its Vision

Machine translation model for effective translation of Hindi poetries into English