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2152 papers with code • 80 benchmarks • 77 datasets. Machine translation is the task of translating a sentence in a source language to a different target language. Approaches for machine translation can range from rule-based to statistical to neural-based. More recently, encoder-decoder attention-based architectures like BERT have attained ...
Dec 14, 2021 · machine translation services: Google Translation, Baidu ... translation, such as Yahoo translation. Text is an organic combinationofvocabulary,phrases,andsentences ...
Nov 8, 2022 · Challenges in machine translation evaluation. Machine translation evaluation is a difficult process. This is because language itself is a very complex thing. For one, there can be multiple correct translations. Take, for example, the following sentence: The quick brown fox jumped over the lazy dog.
Aug 7, 2019 · One of the earliest goals for computers was the automatic translation of text from one language to another. Automatic or machine translation is perhaps one of the most challenging artificial intelligence tasks given the fluidity of human language. Classically, rule-based systems were used for this task, which were replaced in the 1990s with statistical methods. […]
Mar 22, 2024 · Professionals at Google use MapReduce to cluster articles, create indexes on Google Search (PageRank), compute street maps, and in machine translation. Yahoo similarly uses MapReduce for map functions and spam detection, while Facebook uses MapReduce for data mining and analytics, spam detection, and advertisement strategy.
Machine Translation publishes original research papers on all aspects of MT, and welcomes papers with a multilingual aspect from other areas of Computational Linguistics and Language Engineering, such as Computer-Assisted Translation, Multilingual Corpus Resources, Tools for translators, The role of technology in translator training, MT and language teaching, Evaluation, Description etc.
Machine translation is a valuable resource in the translation process. It can be used on its own or can be combined with post-editing to increase translator productivity, allowing translators to: Translate more, faster: With MT, you can translate millions of words instantly, making it great for high-volume or fast-turnaround projects. Access a ...
