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Author Charhate, Sayali ♦ Dani, Anurag ♦ Kawade, Amol
Source CiteSeerX
Content type Text
File Format PDF
Subject Domain (in DDC) Computer science, information & general works ♦ Data processing & computer science
Subject Keyword Multilingual Machine Translation ♦ Different Advancement ♦ Long Term Challenge ♦ Borderless Marketplace ♦ Language Pair ♦ Limited Data Resource ♦ Translation Quality ♦ Machine Translation Process ♦ Language Style ♦ Till Date ♦ Certain Restriction ♦ Many Challenge ♦ Language Barrier ♦ High-quality Mt ♦ Mt System ♦ Human-level Translation Quality
Abstract Abstract- The machine translation process may be unidirectional or bidirectional between a pair of languages. Or it can be multilingual too. A number of software's are developed till date and different advancements are taking place in this field to overcome the language barriers and create borderless marketplace. Still there are many challenges involved in this field of AI which are yet to be overcome. The translation quality of MT systems may be improved by developing better methods as well as by imposing certain restrictions on the input. All sort of challenges peak in case of Multilingual Machine Translation as compared to bilingual one. Paper focuses on long term challenges like High-Quality MT for many more language pairs, training with limited data resources, robustness across domains, genres and language styles, Achieving human-level translation quality and fluency.
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research
Education Level UG and PG ♦ Career/Technical Study
Learning Resource Type Article