Towards a Dynami Linkage of EBMT and RBMT
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Experiments and Prospects of Example-Based Machine Translation
EBMT (Example-Based Machine Translation) is proposed. EBMT retrieves similar examples (pairs of source phrases, sentences, or texts and their translations) from a d~t.hase of examples, adapting the examples to translate a new input. EBMT has the following features: (1) It is easily upgraded simply by inputting appropriate examples to the database; (2) It assigns a reliability factcr to the tran...
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The example-based approach to MT is becoming increasingly popular. However, such is the variety of techniques and methods used that it is difficult to discern the overall conception of what examplebased machine translation (EBMT) is and/or what its practitioners conceive it to be. Although definitions of MT systems are notoriously complex, an attempt is made to define EBMT in contrast to other ...
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We have proposed and successfully tested new techniques to deal with the problems found in applying Statistical Machine Translation (SMT) to language pairs with great morphological and syntactical differences. These techniques are based on segmentation and reordering and we have evaluated them in the context of Spanish-Basque translation. Dealing with morphology, we first proved that the qualit...
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This paper presents a hybrid machine translation framework based on a preprocessor that translates fragments of the input text by using example-based machine translation techniques. The preprocessor resembles a translation memory with named-entity and chunk generalization, and generates a high quality partial translation that is then completed by the main translation engine, which can be either...
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emerged as one of the most versatile, computationally simple and accurate approaches for machine translation in comparison to rule based machine translation (RBMT) and statistical based machine translation (SBMT). In this paper, a comparative view of EBMT and RBMT is presented on the basis of some specific features. This paper describes the various research efforts on Example based machine tran...
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تاریخ انتشار 1998