Improving CAT Tools in the Translation Workflow: New Approaches and Evaluation

August 16, 2019 ยท Declared Dead ยท ๐Ÿ› Machine Translation Summit

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Authors Mihaela Vela, Santanu Pal, Marcos Zampieri, Sudip Kumar Naskar, Josef van Genabith arXiv ID 1908.06140 Category cs.CL: Computation & Language Citations 13 Venue Machine Translation Summit Last Checked 4 months ago
Abstract
This paper describes strategies to improve an existing web-based computer-aided translation (CAT) tool entitled CATaLog Online. CATaLog Online provides a post-editing environment with simple yet helpful project management tools. It offers translation suggestions from translation memories (TM), machine translation (MT), and automatic post-editing (APE) and records detailed logs of post-editing activities. To test the new approaches proposed in this paper, we carried out a user study on an English--German translation task using CATaLog Online. User feedback revealed that the users preferred using CATaLog Online over existing CAT tools in some respects, especially by selecting the output of the MT system and taking advantage of the color scheme for TM suggestions.
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