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Applicability and application of machine translation quality metrics in the patent field

Paper ID Volume ID Publish Year Pages File Format Full-Text
37987 45643 2013 11 PDF Available
Title
Applicability and application of machine translation quality metrics in the patent field
Abstract

This article provides a guide for readers interested in deepening their knowledge of the strengths and weaknesses of the different machine translation (MT) quality metrics, and presents a methodology and tooling developed respectively by LexisNexis® and its MT provider Asia Online™ as part of a human quality assessment framework for patent translation. The methodology is designed specifically to compensate for the shortcomings of automated evaluation.

► Assessment of different MT quality metrics. ► Problems and approaches to this in the patent field. ► Merits and challenges of automated evaluation. ► Approach using human evaluation of MT explained and tested.

Keywords
Machine translation, MT; Quality metrics; BLEU; Human evaluation; Patent translation contents
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Publisher
Database: Elsevier - ScienceDirect
Journal: World Patent Information - Volume 35, Issue 2, June 2013, Pages 115–125
Authors
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Subjects
Physical Sciences and Engineering Chemical Engineering Bioengineering
Get Full-Text Now
Don't Miss Today's Special Offer
Price was $35.95
You save - $31
Price after discount Only $4.95
100% Money Back Guarantee
Full-text PDF Download
Online Support
Any Questions? feel free to contact us