Effectual MT within a Translation Workflow Panopticon
نویسندگان
چکیده
In this presentation, we focus on integrating machine translation (MT) into an existing corporate localization and translation workflow. This MT extended workflow includes a customized postediting sub-workflow together with crowdsourced, incentives based translation evaluation feedback routines that enable automated learning processes. The core of the implementation is a semantic repository that comprises the necessary information artifacts and links to language resources to organize, manage and monitor the different human and machine roles, tasks, and the entire lifecylce of the localization and translation supply chain(s).
منابع مشابه
Machine Translation Quality Estimation Adapted to the Translation Workflow
The varying quality of machine translation (MT) poses a problem for language service providers (LSPs) which want to use MT to make the translation production process more efficient. In this user study we describe the MT confidence score we developed. It predicts the quality of a segment translated by MT and it is fully integrated into the translation workflow.
متن کاملBringing Humans into the Loop: Localization with Machine Translation at Traslán
Traslán makes full use of MT during our translation workflow, where the raw output from our Machine Translation (MT) system is passed onto human translators who perform post-editing (if necessary) to arrive at the final translation. Within Traslán we have found that using MT has enabled us to increase the speed, accuracy and consistency of translation elements which allow us to process larger a...
متن کاملAssessing Divergence Measures for Automated Document Routing in an Adaptive MT System
Custom machine translation (MT) engines systematically outperform general-domain MT engines when translating within the relevant custom domain. This paper investigates the use of the Jensen-Shannon divergence measure for automatically routing new documents within a translation system with multiple MT engines to the appropriate custom MT engine in order to obtain the best translation. Three dist...
متن کاملEvaluating the Learning Curve of Domain Adaptive Statistical Machine Translation Systems
The new frontier of computer assisted translation technology is the effective integration of statistical MT within the translation workflow. In this respect, the SMT ability of incrementally learning from the translations produced by users plays a central role. A still open problem is the evaluation of SMT systems that evolve over time. In this paper, we propose a new metric for assessing the q...
متن کاملPCT: Portuguese-Chinese Machine Translation Systems
In this paper, the machine translation (MT) tools that have been developed in the University of Macau, with a focus on the languages of Portuguese and Chinese, are presented. These systems, act as a translation tools, can be used to better manage the workflow of professional translators, as well as used as facilities for teaching courses. Machine translation, as the chosen theme in this paper, ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010