Machine Translation, 1st Edition (Instructor Resources)
Machine Translation, 1st Edition (Instructor Resources) by Pushpak Bhattacharyya
English | 2015 | ISBN-13: 978-1439897188 | Instructor Resources | 10.8 MB
English | 2015 | ISBN-13: 978-1439897188 | Instructor Resources | 10.8 MB
Three paradigms have dominated machine translation (MT)—rule-based machine translation (RBMT), statistical machine translation (SMT), and example-based machine translation (EBMT). These paradigms differ in the way they handle the three fundamental processes in MT—analysis, transfer, and generation (ATG). In its pure form, RBMT uses rules, while SMT uses data. EBMT tries a combination—data supplies translation parts that rules recombine to produce translation.