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Shannon's diagram of a general communications system, showing the process by which a message sent becomes the message received (possibly corrupted by noise). seq2seq is an approach to machine translation (or more generally, sequence transduction) with roots in information theory, where communication is understood as an encode-transmit-decode process, and machine translation can be studied as a ...
The translation of plays poses many problems such as the added element of actors, speech duration, translation literalness, and the relationship between the arts of drama and acting. Successful play translators are able to create language that allows the actor and the playwright to work together effectively. [123]
Douglas Hofstadter discusses the problem of translating a palindrome into Chinese, where such wordplay is theoretically impossible, in his book Le Ton beau de Marot [10] – which is devoted to the issues and problems of translation, with particular emphasis on the translation of poetry.
Thus, encoding/decoding is the translation needed for a message to be easily understood. When you decode a message, you extract the meaning of that message in ways to simplify it. Decoding has both verbal and non-verbal forms of communication: Decoding behavior without using words, such as displays of non-verbal communication.
Literal translation, direct translation, or word-for-word translation is the translation of a text done by translating each word separately without analysing how the words are used together in a phrase or sentence. [1] In translation theory, another term for literal translation is metaphrase (as opposed to paraphrase for an analogous translation).
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The main problem in machine translation is a linguistic problem. Language is ambiguous and the system tries to model a language on lexical and grammatical way. In order to solve this problem there are a lot of alternatives, e.g. a glossary related with the text’s topic can be used.
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