The challenges of machine translation of academic publications

Clear translation remains a major challenge to better communication and understanding of the international academic literature, despite advances in Machine Translation (MT). Automatic systems which captured detail sense any manuscript language for reader from other linguistic background would find global applications. In this article, we discuss current opportunities constraints wider use machine computer-assisted human (CAT). At present stage technology development, these instruments offer number advantages specialists working with scientific texts. These include facility skim scan large amounts information foreign languages, act as digital dictionaries, thesauri encyclopedias. Word-to-word phrase-to-phrase between many languages scripts is now well advanced. The availability modern has therefore changed work specialist translators, placing greater emphasis on more advanced text editing skills. However, still challenged by nuances culture one society another, particularly freestyle literature arts humanities. Scientific papers are generally much structured, but quality largely depends source text. This varies considerably different disciplines author another. most making steady progress. It timely revisit traditional training programmes field written focus development higher-level research competencies, such terminology search, so make best evolving technologies. More widely, consider that there across higher education all countries develop simple, clear consistent “international” writing style assist fast, reliable low-cost hence advance mutual literature.