Malayalam natural language processing: challenges in building a phrase-based statistical machine translation system

MP Sebastian - ACM transactions on Asian and low-resource language …, 2023 - dl.acm.org
Statistical Machine Translation (SMT) is a preferred Machine Translation approach to
convert the text in a specific language into another by automatically learning translations …

Embedding linguistic features in word embedding for preposition sense disambiguation in English—Malayalam machine translation context

B Premjith, KP Soman, M Anand Kumar… - Recent advances in …, 2019 - Springer
Preposition sense disambiguation has huge significance in Natural language processing
tasks such as Machine Translation. Transferring the various senses of a simple preposition …

Machine translation from English to Malayalam using transfer approach

VC Aasha, A Ganesh - 2015 International Conference on …, 2015 - ieeexplore.ieee.org
A machine translation system converts text from a natural language to other while abiding to
the syntax and semantics of the latter. The area of interest here is a Rule Based machine …

Cross-lingual preposition disambiguation for machine translation

MA Kumar, S Rajendran, KP Soman - Procedia Computer Science, 2015 - Elsevier
This paper presents a supervised prepositional ambiguity resolution method for machine
translation models in which the target language is Tamil and source language is English …