Machine Translation: From Research to Real Users

Machine Translation: From Research to Real Users

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AMTA 2002: From Research to Real Users Ever since the showdown between Empiricists and Rationalists a decade ago at TMI 92, MT researchers have hotly pursued promising paradigms for MT, including da- driven approaches (e.g., statistical, example-based) and hybrids that integrate these with more traditional rule-based components. During the same period, commercial MT systems with standard transfer archit- tures have evolved along a parallel and almost unrelated track, increasing their cov- age (primarily through manual update of their lexicons, we assume) and achieving much broader acceptance and usage, principally through the medium of the Internet. Webpage translators have become commonplace; a number of online translation s- vices have appeared, including in their offerings both raw and postedited MT; and large corporations have been turning increasingly to MT to address the exigencies of global communication. Still, the output of the transfer-based systems employed in this expansion represents but a small drop in the ever-growing translation marketplace bucket.Evaluation Results using Bilingual Term Pairs in a Bilingual Lexicon / by Manual Evaluation LEf = LJf = 3, LEJf = 2, UEl = UJl ... Furthermore, topmost 200 TP(tE) according to the I†2 statistic E†I†2(TP(tE)) are examined by hand and 146 bilingual anbsp;...

Title:Machine Translation: From Research to Real Users
Author:Stephen D. Richardson
Publisher:Springer - 2003-06-30


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